Deterministic Networking (DetNet) Security Considerations
draft-ietf-detnet-security-07

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Internet Engineering Task Force                               T. Mizrahi
Internet-Draft                                                    HUAWEI
Intended status: Informational                          E. Grossman, Ed.
Expires: July 13, 2020                                             DOLBY
                                                               A. Hacker
                                                                  MISTIQ
                                                                  S. Das
                                          Applied Communication Sciences
                                                              J. Dowdell
                                                Airbus Defence and Space
                                                               H. Austad
                                                          SINTEF Digital
                                                                 N. Finn
                                                                  HUAWEI
                                                        January 10, 2020

       Deterministic Networking (DetNet) Security Considerations
                     draft-ietf-detnet-security-07

Abstract

   A deterministic network is one that can carry data flows for real-
   time applications with extremely low data loss rates and bounded
   latency.  Deterministic networks have been successfully deployed in
   real-time operational technology (OT) applications for some years.
   However, such networks are typically isolated from external access,
   and thus the security threat from external attackers is low.  IETF
   Deterministic Networking (DetNet) specifies a set of technologies
   that enable creation of deterministic networks on IP-based networks
   of potentially wide area (on the scale of a corporate network)
   potentially bringing the OT network into contact with Information
   Technology (IT) traffic and security threats that lie outside of a
   tightly controlled and bounded area (such as the internals of an
   aircraft).  These DetNet technologies have not previously been
   deployed together on a wide area IP-based network, and thus can
   present security considerations that may be new to IP-based wide area
   network designers.  This document, intended for use by DetNet network
   designers, provides insight into these security considerations.

Status of This Memo

   This Internet-Draft is submitted in full conformance with the
   provisions of BCP 78 and BCP 79.

   Internet-Drafts are working documents of the Internet Engineering
   Task Force (IETF).  Note that other groups may also distribute

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   working documents as Internet-Drafts.  The list of current Internet-
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   Internet-Drafts are draft documents valid for a maximum of six months
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   material or to cite them other than as "work in progress."

   This Internet-Draft will expire on July 13, 2020.

Copyright Notice

   Copyright (c) 2020 IETF Trust and the persons identified as the
   document authors.  All rights reserved.

   This document is subject to BCP 78 and the IETF Trust's Legal
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Table of Contents

   1.  Introduction  . . . . . . . . . . . . . . . . . . . . . . . .   4
   2.  Abbreviations . . . . . . . . . . . . . . . . . . . . . . . .   5
   3.  Security Threats  . . . . . . . . . . . . . . . . . . . . . .   6
     3.1.  Threat Model  . . . . . . . . . . . . . . . . . . . . . .   6
     3.2.  Threat Analysis . . . . . . . . . . . . . . . . . . . . .   7
       3.2.1.  Delay . . . . . . . . . . . . . . . . . . . . . . . .   7
         3.2.1.1.  Delay Attack  . . . . . . . . . . . . . . . . . .   7
       3.2.2.  DetNet Flow Modification or Spoofing  . . . . . . . .   7
       3.2.3.  Resource Segmentation or Slicing  . . . . . . . . . .   7
         3.2.3.1.  Inter-segment Attack  . . . . . . . . . . . . . .   7
       3.2.4.  Packet Replication and Elimination  . . . . . . . . .   8
         3.2.4.1.  Replication: Increased Attack Surface . . . . . .   8
         3.2.4.2.  Replication-related Header Manipulation . . . . .   8
       3.2.5.  Path Choice . . . . . . . . . . . . . . . . . . . . .   8
         3.2.5.1.  Path Manipulation . . . . . . . . . . . . . . . .   8
         3.2.5.2.  Path Choice: Increased Attack Surface . . . . . .   9
       3.2.6.  Control Plane . . . . . . . . . . . . . . . . . . . .   9
         3.2.6.1.  Control or Signaling Packet Modification  . . . .   9
         3.2.6.2.  Control or Signaling Packet Injection . . . . . .   9
       3.2.7.  Scheduling or Shaping . . . . . . . . . . . . . . . .   9
         3.2.7.1.  Reconnaissance  . . . . . . . . . . . . . . . . .   9

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       3.2.8.  Time Synchronization Mechanisms . . . . . . . . . . .   9
     3.3.  Threat Summary  . . . . . . . . . . . . . . . . . . . . .   9
   4.  Security Threat Impacts . . . . . . . . . . . . . . . . . . .  10
     4.1.  Delay-Attacks . . . . . . . . . . . . . . . . . . . . . .  13
       4.1.1.  Data Plane Delay Attacks  . . . . . . . . . . . . . .  13
       4.1.2.  Control Plane Delay Attacks . . . . . . . . . . . . .  13
     4.2.  Flow Modification and Spoofing  . . . . . . . . . . . . .  14
       4.2.1.  Flow Modification . . . . . . . . . . . . . . . . . .  14
       4.2.2.  Spoofing  . . . . . . . . . . . . . . . . . . . . . .  14
         4.2.2.1.  Dataplane Spoofing  . . . . . . . . . . . . . . .  14
         4.2.2.2.  Control Plane Spoofing  . . . . . . . . . . . . .  14
     4.3.  Segmentation attacks (injection)  . . . . . . . . . . . .  15
       4.3.1.  Data Plane Segmentation . . . . . . . . . . . . . . .  15
       4.3.2.  Control Plane segmentation  . . . . . . . . . . . . .  15
     4.4.  Replication and Elimination . . . . . . . . . . . . . . .  15
       4.4.1.  Increased Attack Surface  . . . . . . . . . . . . . .  15
       4.4.2.  Header Manipulation at Elimination Bridges  . . . . .  16
     4.5.  Control or Signaling Packet Modification  . . . . . . . .  16
     4.6.  Control or Signaling Packet Injection . . . . . . . . . .  16
     4.7.  Reconnaissance  . . . . . . . . . . . . . . . . . . . . .  16
     4.8.  Attacks on Time Sync Mechanisms . . . . . . . . . . . . .  16
     4.9.  Attacks on Path Choice  . . . . . . . . . . . . . . . . .  16
   5.  Security Threat Mitigation  . . . . . . . . . . . . . . . . .  17
     5.1.  Path Redundancy . . . . . . . . . . . . . . . . . . . . .  17
     5.2.  Integrity Protection  . . . . . . . . . . . . . . . . . .  17
     5.3.  DetNet Node Authentication  . . . . . . . . . . . . . . .  18
     5.4.  Dummy Traffic Insertion . . . . . . . . . . . . . . . . .  18
     5.5.  Encryption  . . . . . . . . . . . . . . . . . . . . . . .  18
       5.5.1.  Encryption Considerations for DetNet  . . . . . . . .  19
     5.6.  Control and Signaling Message Protection  . . . . . . . .  20
     5.7.  Dynamic Performance Analytics . . . . . . . . . . . . . .  20
     5.8.  Mitigation Summary  . . . . . . . . . . . . . . . . . . .  21
   6.  Association of Attacks to Use Cases . . . . . . . . . . . . .  22
     6.1.  Use Cases by Common Themes  . . . . . . . . . . . . . . .  22
       6.1.1.  Network Layer - AVB/TSN Ethernet  . . . . . . . . . .  22
       6.1.2.  Central Administration  . . . . . . . . . . . . . . .  23
       6.1.3.  Hot Swap  . . . . . . . . . . . . . . . . . . . . . .  23
       6.1.4.  Data Flow Information Models  . . . . . . . . . . . .  24
       6.1.5.  L2 and L3 Integration . . . . . . . . . . . . . . . .  24
       6.1.6.  End-to-End Delivery . . . . . . . . . . . . . . . . .  24
       6.1.7.  Proprietary Deterministic Ethernet Networks . . . . .  25
       6.1.8.  Replacement for Proprietary Fieldbuses  . . . . . . .  25
       6.1.9.  Deterministic vs Best-Effort Traffic  . . . . . . . .  25
       6.1.10. Deterministic Flows . . . . . . . . . . . . . . . . .  26
       6.1.11. Unused Reserved Bandwidth . . . . . . . . . . . . . .  26
       6.1.12. Interoperability  . . . . . . . . . . . . . . . . . .  27
       6.1.13. Cost Reductions . . . . . . . . . . . . . . . . . . .  27
       6.1.14. Insufficiently Secure Devices . . . . . . . . . . . .  27

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       6.1.15. DetNet Network Size . . . . . . . . . . . . . . . . .  27
       6.1.16. Multiple Hops . . . . . . . . . . . . . . . . . . . .  28
       6.1.17. Level of Service  . . . . . . . . . . . . . . . . . .  28
       6.1.18. Bounded Latency . . . . . . . . . . . . . . . . . . .  29
       6.1.19. Low Latency . . . . . . . . . . . . . . . . . . . . .  29
       6.1.20. Bounded Jitter (Latency Variation)  . . . . . . . . .  29
       6.1.21. Symmetrical Path Delays . . . . . . . . . . . . . . .  29
       6.1.22. Reliability and Availability  . . . . . . . . . . . .  30
       6.1.23. Redundant Paths . . . . . . . . . . . . . . . . . . .  30
       6.1.24. Security Measures . . . . . . . . . . . . . . . . . .  30
     6.2.  Attack Types by Use Case Common Theme . . . . . . . . . .  31
     6.3.  Security Considerations for OAM Traffic . . . . . . . . .  33
   7.  DetNet Technology-Specific Threats  . . . . . . . . . . . . .  33
     7.1.  IP  . . . . . . . . . . . . . . . . . . . . . . . . . . .  34
     7.2.  MPLS  . . . . . . . . . . . . . . . . . . . . . . . . . .  35
   8.  IANA Considerations . . . . . . . . . . . . . . . . . . . . .  36
   9.  Security Considerations . . . . . . . . . . . . . . . . . . .  36
   10. Informative References  . . . . . . . . . . . . . . . . . . .  36
   Authors' Addresses  . . . . . . . . . . . . . . . . . . . . . . .  38

1.  Introduction

   Security is of particularly high importance in DetNet networks
   because many of the use cases which are enabled by DetNet [RFC8578]
   include control of physical devices (power grid components,
   industrial controls, building controls) which can have high
   operational costs for failure, and present potentially attractive
   targets for cyber-attackers.

   This situation is even more acute given that one of the goals of
   DetNet is to provide a "converged network", i.e. one that includes
   both IT traffic and OT traffic, thus exposing potentially sensitive
   OT devices to attack in ways that were not previously common (usually
   because they were under a separate control system or otherwise
   isolated from the IT network, for example [ARINC664P7]).  Security
   considerations for OT networks are not a new area, and there are many
   OT networks today that are connected to wide area networks or the
   Internet; this document focuses on the issues that are specific to
   the DetNet technologies and use cases.

   Given the above considerations, securing a DetNet starts with a
   scrupulously well-designed and well-managed engineered network
   following industry best practices for security at both the data plane
   and control plane; this is the assumed starting point for the
   considerations discussed herein.  In this context we view the network
   design and managment aspects of network security as being primarily
   concerned with denial-of service prevention by ensuring that DetNet
   traffic goes where it's supposed to and that an external attacker

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   can't inject traffic that disrupts the DetNet's delivery timing
   assurance.  The time-specific aspects of DetNet security presented
   here take up where the design and management aspects leave off.

   The security requirements for any given DetNet network are
   necessarily specific to the use cases handled by that network.  Thus
   the reader is assumed to be familiar with the specific security
   requirements of their use cases, for example those outlined in the
   DetNet Use Cases [RFC8578] and the Security Considerations sections
   of the DetNet documents applicable to the network technologies in
   use, for example [I-D.ietf-detnet-ip]).

   The DetNet technologies include ways to:

   o  Reserve data plane resources for DetNet flows in some or all of
      the intermediate nodes (e.g. bridges or routers) along the path of
      the flow

   o  Provide explicit routes for DetNet flows that do not rapidly
      change with the network topology

   o  Distribute data from DetNet flow packets over time and/or space to
      ensure delivery of each packet's data' in spite of the loss of a
      path

   This document includes sections on threat modeling and analysis,
   threat impact and mitigation, and the association of attacks with use
   cases based on the Use Case Common Themes section of the DetNet Use
   Cases [RFC8578].

2.  Abbreviations

   IT         Information technology (the application of computers to
   store, study, retrieve, transmit, and manipulate data or information,
   often in the context of a business or other enterprise - Wikipedia).

   OT         Operational Technology (the hardware and software
   dedicated to detecting or causing changes in physical processes
   through direct monitoring and/or control of physical devices such as
   valves, pumps, etc. - Wikipedia)

   MITM       Man in the Middle

   SN         Sequence Number

   STRIDE       Addresses risk and severity associated with threat
   categories: Spoofing identity, Tampering with data, Repudiation,
   Information disclosure, Denial of service, Elevation of privilege.

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   DREAD       Compares and prioritizes risk represented by these threat
   categories: Damage potential, Reproducibility, Exploitability, how
   many Affected users, Discoverability.

   PTP         Precision Time Protocol [IEEE1588]

3.  Security Threats

   This section presents a threat model, and analyzes the possible
   threats in a DetNet-enabled network.  The threats considered in this
   section are independent of any specific technologies used to
   implement the DetNet; Section 7) considers attacks that are
   associated with the DetNet technologies encompassed by
   [I-D.ietf-detnet-data-plane-framework].

   We distinguish control plane threats from data plane threats.  The
   attack surface may be the same, but the types of attacks as well as
   the motivation behind them, are different.  For example, a delay
   attack is more relevant to data plane than to control plane.  There
   is also a difference in terms of security solutions: the way you
   secure the data plane is often different than the way you secure the
   control plane.

3.1.  Threat Model

   The threat model used in this memo is based on the threat model of
   Section 3.1 of [RFC7384].  This model classifies attackers based on
   two criteria:

   o  Internal vs. external: internal attackers either have access to a
      trusted segment of the network or possess the encryption or
      authentication keys.  External attackers, on the other hand, do
      not have the keys and have access only to the encrypted or
      authenticated traffic.

   o  Man in the Middle (MITM) vs. packet injector: MITM attackers are
      located in a position that allows interception and modification of
      in-flight protocol packets, whereas a traffic injector can only
      attack by generating protocol packets.

   Care has also been taken to adhere to Section 5 of [RFC3552], both
   with respect to which attacks are considered out-of-scope for this
   document, but also which are considered to be the most common threats
   (explored further in Section 3.2.  Most of the direct threats to
   DetNet are Active attacks, but it is highly suggested that DetNet
   application developers take appropriate measures to protect the
   content of the streams from passive attacks.

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   DetNet-Service, one of the service scenarios described in
   [I-D.varga-detnet-service-model], is the case where a service
   connects DetNet networking islands, i.e. two or more otherwise
   independent DetNet network domains are connected via a link that is
   not intrinsically part of either network.  This implies that there
   could be DetNet traffic flowing over a non-DetNet link, which may
   provide an attacker with an advantageous opportunity to tamper with
   DetNet traffic.  The security properties of non-DetNet links are
   outside of the scope of DetNet Security, but it should be noted that
   use of non-DetNet services to interconnect DetNet networks merits
   security analysis to ensure the integrity of the DetNet networks
   involved.

3.2.  Threat Analysis

3.2.1.  Delay

3.2.1.1.  Delay Attack

   An attacker can maliciously delay DetNet data flow traffic.  By
   delaying the traffic, the attacker can compromise the service of
   applications that are sensitive to high delays or to high delay
   variation.  The delay may be constant or modulated.

3.2.2.  DetNet Flow Modification or Spoofing

   An attacker can modify some header fields of en route packets in a
   way that causes the DetNet flow identification mechanisms to
   misclassify the flow.  Alternatively, the attacker can inject traffic
   that is tailored to appear as if it belongs to a legitimate DetNet
   flow.  The potential consequence is that the DetNet flow resource
   allocation cannot guarantee the performance that is expected when the
   flow identification works correctly.

3.2.3.  Resource Segmentation or Slicing

3.2.3.1.  Inter-segment Attack

   An attacker can inject traffic, consuming network device resources,
   thereby affecting DetNet flows.  This can be performed using non-
   DetNet traffic that affects DetNet traffic, or by using DetNet
   traffic from one DetNet flow that affects traffic from different
   DetNet flows.

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3.2.4.  Packet Replication and Elimination

3.2.4.1.  Replication: Increased Attack Surface

   Redundancy is intended to increase the robustness and survivability
   of DetNet flows, and replication over multiple paths can potentially
   mitigate an attack that is limited to a single path.  However, the
   fact that packets are replicated over multiple paths increases the
   attack surface of the network, i.e., there are more points in the
   network that may be subject to attacks.

3.2.4.2.  Replication-related Header Manipulation

   An attacker can manipulate the replication-related header fields
   (R-TAG).  This capability opens the door for various types of
   attacks.  For example:

   o  Forward both replicas - malicious change of a packet SN (Sequence
      Number) can cause both replicas of the packet to be forwarded.
      Note that this attack has a similar outcome to a replay attack.

   o  Eliminate both replicas - SN manipulation can be used to cause
      both replicas to be eliminated.  In this case an attacker that has
      access to a single path can cause packets from other paths to be
      dropped, thus compromising some of the advantage of path
      redundancy.

   o  Flow hijacking - an attacker can hijack a DetNet flow with access
      to a single path by systematically replacing the SNs on the given
      path with higher SN values.  For example, an attacker can replace
      every SN value S with a higher value S+C, where C is a constant
      integer.  Thus, the attacker creates a false illusion that the
      attacked path has the lowest delay, causing all packets from other
      paths to be eliminated.  Once the flow is hijacked the attacker
      can either replace en route packets with malicious packets, or
      simply injecting errors, causing the packets to be dropped at
      their destination.

3.2.5.  Path Choice

3.2.5.1.  Path Manipulation

   An attacker can maliciously change, add, or remove a path, thereby
   affecting the corresponding DetNet flows that use the path.

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3.2.5.2.  Path Choice: Increased Attack Surface

   One of the possible consequences of a path manipulation attack is an
   increased attack surface.  Thus, when the attack described in the
   previous subsection is implemented, it may increase the potential of
   other attacks to be performed.

3.2.6.  Control Plane

3.2.6.1.  Control or Signaling Packet Modification

   An attacker can maliciously modify en route control packets in order
   to disrupt or manipulate the DetNet path/resource allocation.

3.2.6.2.  Control or Signaling Packet Injection

   An attacker can maliciously inject control packets in order to
   disrupt or manipulate the DetNet path/resource allocation.

3.2.7.  Scheduling or Shaping

3.2.7.1.  Reconnaissance

   A passive eavesdropper can identify DetNet flows and then gather
   information about en route DetNet flows, e.g., the number of DetNet
   flows, their bandwidths, their schedules, or other temporal
   properties.  The gathered information can later be used to invoke
   other attacks on some or all of the flows.

   Note that in some cases DetNet flows may be identified based on an
   explicit DetNet header, but in some cases the flow identification may
   be based on fields from the L3/L4 headers.  If L3/L4 headers are
   involved, for purposes of this document we assume they are encrypted
   and/or integrity-protected from external attackers.

3.2.8.  Time Synchronization Mechanisms

   An attacker can use any of the attacks described in [RFC7384] to
   attack the synchronization protocol, thus affecting the DetNet
   service.

3.3.  Threat Summary

   A summary of the attacks that were discussed in this section is
   presented in Figure 1.  For each attack, the table specifies the type
   of attackers that may invoke the attack.  In the context of this
   summary, the distinction between internal and external attacks is
   under the assumption that a corresponding security mechanism is being

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   used, and that the corresponding network equipment takes part in this
   mechanism.

   +-----------------------------------------+----+----+----+----+
   | Attack                                  |   Attacker Type   |
   |                                         +---------+---------+
   |                                         |Internal |External |
   |                                         |MITM|Inj.|MITM|Inj.|
   +-----------------------------------------+----+----+----+----+
   |Delay attack                             | +  |  + | +  |  + |
   +-----------------------------------------+----+----+----+----+
   |DetNet Flow Modification or Spoofing     | +  | +  |    |    |
   +-----------------------------------------+----+----+----+----+
   |Inter-segment Attack                     | +  | +  |    |    |
   +-----------------------------------------+----+----+----+----+
   |Replication: Increased Attack Surface    | +  | +  | +  | +  |
   +-----------------------------------------+----+----+----+----+
   |Replication-related Header Manipulation  | +  |    |    |    |
   +-----------------------------------------+----+----+----+----+
   |Path Manipulation                        | +  | +  |    |    |
   +-----------------------------------------+----+----+----+----+
   |Path Choice: Increased Attack Surface    | +  | +  | +  | +  |
   +-----------------------------------------+----+----+----+----+
   |Control or Signaling Packet Modification | +  |    |    |    |
   +-----------------------------------------+----+----+----+----+
   |Control or Signaling Packet Injection    |    | +  |    |    |
   +-----------------------------------------+----+----+----+----+
   |Reconnaissance                           | +  |    | +  |    |
   +-----------------------------------------+----+----+----+----+
   |Attacks on Time Sync Mechanisms          | +  | +  | +  | +  |
   +-----------------------------------------+----+----+----+----+

                     Figure 1: Threat Analysis Summary

4.  Security Threat Impacts

   This section describes and rates the impact of the attacks described
   in Section 3.  In this section, the impacts as described assume that
   the associated mitigation is not present or has failed.  Mitigations
   are discussed in Section 5.

   In computer security, the impact (or consequence) of an incident can
   be measured in loss of confidentiality, integrity or availability of
   information.

   DetNet raises these stakes significantly for OT applications,
   particularly those which may have been designed to run in an OT-only

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   environment and thus may not have been designed for security in an IT
   environment with its associated devices, services and protocols.

   The severity of various components of the impact of a successful
   vulnerability exploit to use cases by industry is available in more
   detail in [RFC8578].  Each of the use cases in the DetNet Use Cases
   is represented in the table below, including Pro Audio, Electrical
   Utilities, Industrial M2M (split into two areas, M2M Data Gathering
   and M2M Control Loop), and others.

   Components of Impact (left column) include Criticality of Failure,
   Effects of Failure, Recovery, and DetNet Functional Dependence.
   Criticality of failure summarizes the seriousness of the impact.  The
   impact of a resulting failure can affect many different metrics that
   vary greatly in scope and severity.  In order to reduce the number of
   variables, only the following were included: Financial, Health and
   Safety, People well being (People WB), Affect on a single
   organization, and affect on multiple organizations.  Recovery
   outlines how long it would take for an affected use case to get back
   to its pre-failure state (Recovery time objective, RTO), and how much
   of the original service would be lost in between the time of service
   failure and recovery to original state (Recovery Point Objective,
   RPO).  DetNet dependence maps how much the following DetNet service
   objectives contribute to impact of failure: Time dependency, data
   integrity, source node integrity, availability, latency/jitter.

   The scale of the Impact mappings is low, medium, and high.  In some
   use cases there may be a multitude of specific applications in which
   DetNet is used.  For simplicity this section attempts to average the
   varied impacts of different applications.  This section does not
   address the overall risk of a certain impact which would require the
   likelihood of a failure happening.

   In practice any such ratings will vary from case to case; the ratings
   shown here are given as examples.

   Table, Part One (of Two)
   +------------------+-----------------------------------------+-----+
   |                  | Pro A | Util | Bldg |Wire- | Cell |M2M  |M2M  |
   |                  |       |      |      | less |      |Data |Ctrl |
   +------------------+-----------------------------------------+-----+
   | Criticality      | Med   | Hi   | Low  | Med  | Med  | Med | Med |
   +------------------+-----------------------------------------+-----+
   | Effects
   +------------------+-----------------------------------------+-----+
   |  Financial       | Med   | Hi   | Med  | Med  | Low  | Med | Med |
   +------------------+-----------------------------------------+-----+

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   |  Health/Safety   | Med   | Hi   | Hi   | Med  | Med  | Med | Med |
   +------------------+-----------------------------------------+-----+
   |  People WB       | Med   | Hi   | Hi   | Low  | Hi   | Low | Low |
   +------------------+-----------------------------------------+-----+
   |  Effect 1 org    | Hi    | Hi   | Med  | Hi   | Med  | Med | Med |
   +------------------+-----------------------------------------+-----+
   |  Effect >1 org   | Med   | Hi   | Low  | Med  | Med  | Med | Med |
   +------------------+-----------------------------------------+-----+
   |Recovery
   +------------------+-----------------------------------------+-----+
   |  Recov Time Obj  | Med   | Hi   | Med  | Hi   | Hi   | Hi  | Hi  |
   +------------------+-----------------------------------------+-----+
   |  Recov Point Obj | Med   | Hi   | Low  | Med  | Low  | Hi  | Hi  |
   +------------------+-----------------------------------------+-----+
   |DetNet Dependence
   +------------------+-----------------------------------------+-----+
   |  Time Dependency | Hi    | Hi   | Low  | Hi   | Med  | Low | Hi  |
   +------------------+-----------------------------------------+-----+
   |  Latency/Jitter  | Hi    | Hi   | Med  | Med  | Low  | Low | Hi  |
   +------------------+-----------------------------------------+-----+
   |  Data Integrity  | Hi    | Hi   | Med  | Hi   | Low  | Hi  | Low |
   +------------------+-----------------------------------------+-----+
   |  Src Node Integ  | Hi    | Hi   | Med  | Hi   | Med  | Hi  | Hi  |
   +------------------+-----------------------------------------+-----+
   |  Availability    | Hi    | Hi   | Med  | Hi   | Low  | Hi  | Hi  |
   +------------------+-----------------------------------------+-----+

   Table, Part Two (of Two)
   +------------------+--------------------------+
   |                  | Mining | Block | Network |
   |                  |        | Chain | Slicing |
   +------------------+--------------------------+
   | Criticality      | Hi     | Med   | Hi      |
   +------------------+--------------------------+
   | Effects
   +------------------+--------------------------+
   |  Financial       | Hi     | Hi    | Hi      |
   +------------------+--------------------------+
   |  Health/Safety   | Hi     | Low   | Med     |
   +------------------+--------------------------+
   |  People WB       | Hi     | Low   | Med     |
   +------------------+--------------------------+
   |  Effect 1 org    | Hi     | Hi    | Hi      |
   +------------------+--------------------------+
   |  Effect >1 org   | Hi     | Low   | Hi      |
   +------------------+--------------------------+
   |Recovery
   +------------------+--------------------------+

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   |  Recov Time Obj  | Hi     | Low   | Hi      |
   +------------------+--------------------------+
   |  Recov Point Obj | Hi     | Low   | Hi      |
   +------------------+--------------------------+
   |DetNet Dependence
   +------------------+--------------------------+
   |  Time Dependency | Hi     | Low   | Hi      |
   +------------------+--------------------------+
   |  Latency/Jitter  | Hi     | Low   | Hi      |
   +------------------+--------------------------+
   |  Data Integrity  | Hi     | Hi    | Hi      |
   +------------------+--------------------------+
   |  Src Node Integ  | Hi     | Hi    | Hi      |
   +------------------+--------------------------+
   |  Availability    | Hi     | Hi    | Hi      |
   +------------------+--------------------------+

             Figure 2: Impact of Attacks by Use Case Industry

   The rest of this section will cover impact of the different groups in
   more detail.

4.1.  Delay-Attacks

4.1.1.  Data Plane Delay Attacks

   Delayed messages in a DetNet link can result in the same behavior as
   dropped messages in ordinary networks as the services attached to the
   stream has strict deterministic requirements.

   For a single path scenario, disruption is a real possibility, whereas
   in a multipath scenario, large delays or instabilities in one stream
   can lead to increased buffer and CPU resources on the elimination
   bridge.

   A data-plane delay attack on a system controlling substantial moving
   devices, for example in industrial automation, can cause physical
   damage.  For example, if the network promises a bounded latency of
   2ms for a flow, yet the machine receives it with 5ms latency, the
   machine's control loop can become unstable.

4.1.2.  Control Plane Delay Attacks

   In and of itself, this is not directly a threat to the DetNet
   service, but the effects of delaying control messages can have quite
   adverse effects later.

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   o  Delayed tear-down can lead to resource leakage, which in turn can
      result in failure to allocate new streams finally giving rise to a
      denial of service attack.

   o  Failure to deliver, or severely delaying, signalling messages
      adding an end-point to a multicast-group will prevent the new EP
      from receiving expected frames thus disrupting expected behavior.

   o  Delaying messages removing an EP from a group can lead to loss of
      privacy as the EP will continue to receive messages even after it
      is supposedly removed.

4.2.  Flow Modification and Spoofing

4.2.1.  Flow Modification

   If the contents of a packet header or body can be modified by the
   attacker, this can cause the packet to be routed incorrectly or
   dropped, or the payload to be corrupted or subtly modified.

4.2.2.  Spoofing

4.2.2.1.  Dataplane Spoofing

   Spoofing dataplane messages can result in increased resource
   consumptions on the bridges throughout the network as it will
   increase buffer usage and CPU utilization.  This can lead to resource
   exhaustion and/or increased delay.

   If the attacker manages to create valid headers, the false messages
   can be forwarded through the network, using part of the allocated
   bandwidth.  This in turn can cause legitimate messages to be dropped
   when the budget has been exhausted.

   Finally, the endpoint will have to deal with invalid messages being
   delivered to the endpoint instead of (or in addition to) a valid
   message.

4.2.2.2.  Control Plane Spoofing

   A successful control plane spoofing-attack will potentionally have
   adverse effects.  It can do virtually anything from:

   o  modifying existing streams by changing the available bandwidth

   o  add or remove endpoints from a stream

   o  drop streams completly

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   o  falsely create new streams (exhaust the systems resources, or to
      enable streams outside the Network engineer's control)

4.3.  Segmentation attacks (injection)

4.3.1.  Data Plane Segmentation

   Injection of false messages in a DetNet stream could lead to
   exhaustion of the available bandwidth for a stream if the bridges
   accounts false messages to the stream's budget.

   In a multipath scenario, injected messages will cause increased CPU
   utilization in elimination bridges.  If enough paths are subject to
   malicious injection, the legitimate messages can be dropped.
   Likewise it can cause an increase in buffer usage.  In total, it will
   consume more resources in the bridges than normal, giving rise to a
   resource exhaustion attack on the bridges.

   If a stream is interrupted, the end application will be affected by
   what is now a non-deterministic stream.

4.3.2.  Control Plane segmentation

   A successful Control Plane segmentation attack control messages to be
   interpreted by nodes in the network, unbeknownst to the central
   controller or the network engineer.  This has the potential to create

   o  new streams (exhausting resources)

   o  drop existing (denial of service)

   o  add/remove end-stations to a multicast group (loss of privacy)

   o  modify the stream attributes (affecting available bandwidth

4.4.  Replication and Elimination

   The Replication and Elimination is relevant only to Data Plane
   messages as Signalling is not subject to multipath routing.

4.4.1.  Increased Attack Surface

   Covered briefly in Section 4.3

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4.4.2.  Header Manipulation at Elimination Bridges

   Covered briefly in Section 4.3

4.5.  Control or Signaling Packet Modification

   If the control plane packets are subject to manipulation undetected,
   the network can be severely compromised.

4.6.  Control or Signaling Packet Injection

   If an attacker can inject control plane packets undetected, the
   network can be severely compromised.

4.7.  Reconnaissance

   Of all the attacks, this is one of the most difficult to detect and
   counter.  Often, an attacker will start out by observing the traffic
   going through the network and use the knowledge gathered in this
   phase to mount future attacks.

   The attacker can, at their leisure, observe over time all aspects of
   the messaging and signalling, learning the intent and purpose of all
   traffic flows.  At some later date, possibly at an important time in
   an operational context, the attacker can launch a multi-faceted
   attack, possibly in conjunction with some demand for ransom.

   The flow-id in the header of the data plane-messages gives an
   attacker a very reliable identifier for DetNet traffic, and this
   traffic has a high probability of going to lucrative targets.

   Applications which are ported from a private OT network to the higher
   visibility DetNet environment may need to be adapted to limit
   distinctive flow properties that could make them susceptible to
   reconnaissance.

4.8.  Attacks on Time Sync Mechanisms

   Attacks on time sync mechanisms are addressed in [RFC7384].

4.9.  Attacks on Path Choice

   This is covered in part in Section 4.3, and as with Replication and
   Elimination (Section 4.4), this is relevant for DataPlane messages.

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5.  Security Threat Mitigation

   This section describes a set of measures that can be taken to
   mitigate the attacks described in Section 3.  These mitigations
   should be viewed as a toolset that includes several different and
   diverse tools.  Each application or system will typically use a
   subset of these tools, based on a system-specific threat analysis.

5.1.  Path Redundancy

   Description

      A DetNet flow that can be forwarded simultaneously over multiple
      paths.  Path replication and elimination [RFC8655] provides
      resiliency to dropped or delayed packets.  This redundancy
      improves the robustness to failures and to man-in-the-middle
      attacks.

   Related attacks

      Path redundancy can be used to mitigate various man-in-the-middle
      attacks, including attacks described in Section 3.2.1,
      Section 3.2.2, Section 3.2.3, and Section 3.2.8.  However it is
      also possible that multiple paths may make it more difficult to
      locate the source of a MITM attacker.

5.2.  Integrity Protection

   Description

      An integrity protection mechanism, such as a Hash-based Message
      Authentication Code (HMAC) can be used to mitigate modification
      attacks on IP packets.  Integrity protection in the control plane
      is discussed in Section 5.6.

   Packet Sequence Number Integrity Considerations

      The use of PREOF in a DetNet implementation implies the use of a
      sequence number for each packet.  There is a trust relationship
      between the device that adds the sequence number and the device
      that removes the sequence number.  The sequence number may be end-
      to-end source to destination, or may be added/deleted by network
      edge devices.  The adder and remover(s) have the trust
      relationship because they are the ones that ensure that the
      sequence numbers are not modifiable.  Between those two points,
      there may or may not be replication and elimination functions.
      The elimination functions must be able to see the sequence
      numbers.  Therefore any encryption that is done between adders and

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      removers must not obscure the sequence number.  If the sequence
      removers and the eliminators are in the same physical device, it
      may be possible to obscure the sequence number, however that is a
      layer violation, and is not recommended practice.

   Related attacks

      Integrity protection mitigates attacks related to modification and
      tampering, including the attacks described in Section 3.2.2 and
      Section 3.2.4.

5.3.  DetNet Node Authentication

   Description

      Source authentication verifies the authenticity of DetNet sources,
      enabling mitigation of spoofing attacks.  Note that while
      integrity protection (Section 5.2) prevents intermediate nodes
      from modifying information, authentication can provide traffic
      origin verification, i.e. to verify that each packet in a DetNet
      flow is from a trusted source.  Authentication may be implemented
      as part of ingress filtering, for example.

   Related attacks

      DetNet node authentication is used to mitigate attacks related to
      spoofing, including the attacks of Section 3.2.2, and
      Section 3.2.4.

5.4.  Dummy Traffic Insertion

   Description

      With some queueing methods such as [IEEE802.1Qch-2017] it is
      possible to introduce dummy traffic in order to regularize the
      timing of packet transmission.

   Related attacks

      Removing distinctive temporal properties of individual packets or
      flows can be used to mitigate against reconnaissance attacks
      Section 3.2.7.

5.5.  Encryption

   Description

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      DetNet flows can be forwarded in encrypted form at the DetNet
      layer.  Alternatively, if the payload is end-to-end encrypted at
      the application layer, the DetNet nodes should not have any need
      to inspect the payload itself, and thus the DetNet implementation
      can be data-agnostic.

   Related attacks

      Encryption can be used to mitigate recon attacks (Section 3.2.7).
      However, for a DetNet network to give differentiated quality of
      service on a flow-by-flow basis, the network must be able to
      identify the flows individually.  This implies that in a recon
      attack the attacker may also be able to track individual flows to
      learn more about the system.

5.5.1.  Encryption Considerations for DetNet

   Any compute time which is required for encryption and decryption
   processing ('crypto') must be included in the flow latency
   calculations.  Thus, crypto algorithms used in a DetNet must have
   bounded worst-case execution times, and these values must be used in
   the latency calculations.

   Some crypto algorithms are symmetric in encode/decode time (such as
   AES) and others are asymmetric (such as public key algorithms).
   There are advantages and disadvantages to the use of either type in a
   given DetNet context.

   Asymmetrical crypto is typically not used in networks on a packet-by-
   packet basis due to its computational cost.  For example, if only
   endpoint checks or checks at a small number of intermediate points
   are required, asymmetric crypto can be used to authenticate
   distribution or exchange of a secret symmetric crypto key; a
   successful check based on that key will provide traffic origin
   verification, as long as the key is kept secret by the participants.
   TLS and IKE (for IPsec) are examples of this for endpoint checks.

   However, if secret symmetrical keys are used for this purpose the key
   must be given to all relays, which increases the probability of a
   secret key being leaked.  Also, if any relay is compromised or
   misbehaving it may inject traffic into the flow.

   Alternatively, asymmetric crypto can provide traffic origin
   verification at every intermediate node.  For example, a DetNet flow
   can be associated with an (asymmetric) keypair, such that the private
   key is available to the source of the flow and the public key is
   distributed with the flow information, allowing verification at every

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   node for every packet.  However, this is more computationally
   expensive.

   In either case, origin verification also requires replay detection as
   part of the security protocol to prevent an attacker from recording
   and resending traffic, e.g., as a denial of service attack on flow
   forwarding resources.

   If crypto keys are to be regenerated over the duration of the flow
   then the time required to accomplish this must be accounted for in
   the latency calculations.

5.6.  Control and Signaling Message Protection

   Description

      Control and sigaling messages can be protected using
      authentication and integrity protection mechanisms.

   Related attacks

      These mechanisms can be used to mitigate various attacks on the
      control plane, as described in Section 3.2.6, Section 3.2.8 and
      Section 3.2.5.

5.7.  Dynamic Performance Analytics

   Description

      Information about the network performance can be gathered in real-
      time in order to detect anomalies and unusual behavior that may be
      the symptom of a security attack.  The gathered information can be
      based, for example, on per-flow counters, bandwidth measurement,
      and monitoring of packet arrival times.  Unusual behavior or
      potentially malicious nodes can be reported to a management
      system, or can be used as a trigger for taking corrective actions.
      The information can be tracked by DetNet end systems and transit
      nodes, and exported to a management system, for example using
      NETCONF.

   Related attacks

      Performance analytics can be used to mitigate various attacks,
      including the ones described in Section 3.2.1 (Delay Attack),
      Section 3.2.3 (Resource Segmentation Attack), and Section 3.2.8
      (Time Sync Attack).

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      For example, in the case of data plane delay attacks, one possible
      mitigation is to timestamp the data at the source, and timestamp
      it again at the destination, and if the resulting latency exceeds
      the promised bound, discard that data and warn the operator (and/
      or enter a fail-safe mode).

5.8.  Mitigation Summary

   The following table maps the attacks of Section 3 to the impacts of
   Section 4, and to the mitigations of the current section.  Each row
   specifies an attack, the impact of this attack if it is successfully
   implemented, and possible mitigation methods.

   +----------------------+---------------------+---------------------+
   | Attack               |      Impact         |     Mitigations     |
   +----------------------+---------------------+---------------------+
   |Delay Attack          |-Non-deterministic   |-Path redundancy     |
   |                      | delay               |-Performance         |
   |                      |-Data disruption     | analytics           |
   |                      |-Increased resource  |                     |
   |                      | consumption         |                     |
   +----------------------+---------------------+---------------------+
   |Reconnaissance        |-Enabler for other   |-Encryption          |
   |                      | attacks             |-Dummy traffic       |
   |                      |                     |           insertion |
   +----------------------+---------------------+---------------------+
   |DetNet Flow Modificat-|-Increased resource  |-Path redundancy     |
   |ion or Spoofing       | consumption         |-Integrity protection|
   |                      |-Data disruption     |-DetNet Node         |
   |                      |                     | authentication      |
   +----------------------+---------------------+---------------------+
   |Inter-Segment Attack  |-Increased resource  |-Path redundancy     |
   |                      | consumption         |-Performance         |
   |                      |-Data disruption     | analytics           |
   +----------------------+---------------------+---------------------+
   |Replication: Increased|-All impacts of other|-Integrity protection|
   |attack surface        | attacks             |-DetNet Node         |
   |                      |                     | authentication      |
   +----------------------+---------------------+---------------------+
   |Replication-related   |-Non-deterministic   |-Integrity protection|
   |Header Manipulation   | delay               |-DetNet Node         |
   |                      |-Data disruption     | authentication      |
   +----------------------+---------------------+---------------------+
   |Path Manipulation     |-Enabler for other   |-Control message     |
   |                      | attacks             | protection          |
   +----------------------+---------------------+---------------------+
   |Path Choice: Increased|-All impacts of other|-Control message     |

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   |Attack Surface        | attacks             | protection          |
   +----------------------+---------------------+---------------------+
   |Control or Signaling  |-Increased resource  |-Control message     |
   |Packet Modification   | consumption         | protection          |
   |                      |-Non-deterministic   |                     |
   |                      | delay               |                     |
   |                      |-Data disruption     |                     |
   +----------------------+---------------------+---------------------+
   |Control or Signaling  |-Increased resource  |-Control message     |
   |Packet Injection      | consumption         | protection          |
   |                      |-Non-deterministic   |                     |
   |                      | delay               |                     |
   |                      |-Data disruption     |                     |
   +----------------------+---------------------+---------------------+
   |Attacks on Time Sync  |-Non-deterministic   |-Path redundancy     |
   |Mechanisms            | delay               |-Control message     |
   |                      |-Increased resource  | protection          |
   |                      | consumption         |-Performance         |
   |                      |-Data disruption     | analytics           |
   +----------------------+---------------------+---------------------+

            Figure 3: Mapping Attacks to Impact and Mitigations

6.  Association of Attacks to Use Cases

   Different attacks can have different impact and/or mitigation
   depending on the use case, so we would like to make this association
   in our analysis.  However since there is a potentially unbounded list
   of use cases, we categorize the attacks with respect to the common
   themes of the use cases as identified in the Use Case Common Themes
   section of the DetNet Use Cases [RFC8578].

   See also Figure 2 for a mapping of the impact of attacks per use case
   by industry.

6.1.  Use Cases by Common Themes

   In this section we review each theme and discuss the attacks that are
   applicable to that theme, as well as anything specific about the
   impact and mitigations for that attack with respect to that theme.
   The table Figure 5 then provides a summary of the attacks that are
   applicable to each theme.

6.1.1.  Network Layer - AVB/TSN Ethernet

   DetNet is expected to run over various transmission mediums, with
   Ethernet being explicitly supported.  Attacks such as Delay or
   Reconnaissance might be implemented differently on a different

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   transmission medium, however the impact on the DetNet as a whole
   would be essentially the same.  We thus conclude that all attacks and
   impacts that would be applicable to DetNet over Ethernet (i.e. all
   those named in this document) would also be applicable to DetNet over
   other transmission mediums.

   With respect to mitigations, some methods are specific to the
   Ethernet medium, for example time-aware scheduling using 802.1Qbv can
   protect against excessive use of bandwidth at the ingress - for other
   mediums, other mitigations would have to be implemented to provide
   analogous protection.

6.1.2.  Central Administration

   A DetNet network is expected to be controlled by a centralized
   network configuration and control system (CNC).  Such a system may be
   in a single central location, or it may be distributed across
   multiple control entities that function together as a unified control
   system for the network.

   In this document we distinguish between attacks on the DetNet Control
   plane vs. Data plane.  But is an attack affecting control plane
   packets synonymous with an attack on the CNC itself?  For purposes of
   this document let us consider an attack on the CNC itself to be out
   of scope, and consider all attacks named in this document which are
   relevant to control plane packets to be relevant to this theme,
   including Path Manipulation, Path Choice, Control Packet Modification
   or Injection, Reconaissance and Attacks on Time Sync Mechanisms.

6.1.3.  Hot Swap

   A DetNet network is not expected to be "plug and play" - it is
   expected that there is some centralized network configuration and
   control system.  However, the ability to "hot swap" components (e.g.
   due to malfunction) is similar enough to "plug and play" that this
   kind of behavior may be expected in DetNet networks, depending on the
   implementation.

   An attack surface related to Hot Swap is that the DetNet network must
   at least consider input at runtime from devices that were not part of
   the initial configuration of the network.  Even a "perfect" (or
   "hitless") replacement of a device at runtime would not necessarily
   be ideal, since presumably one would want to distinguish it from the
   original for OAM purposes (e.g. to report hot swap of a failed
   device).

   This implies that an attack such as Flow Modification, Spoofing or
   Inter-segment (which could introduce packets from a "new" device

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   (i.e. one heretofore unknown on the network) could be used to exploit
   the need to consider such packets (as opposed to rejecting them out
   of hand as one would do if one did not have to consider introduction
   of a new device).

   Similarly if the network was designed to support runtime replacement
   of a clock device, then presence (or apparent presence) and thus
   consideration of packets from a new such device could affect the
   network, or the time sync of the network, for example by initiating a
   new Best Master Clock selection process.  Thus attacks on time sync
   should be considered when designing hot swap type functionality.

6.1.4.  Data Flow Information Models

   Data Flow Information Models specific to DetNet networks are to be
   specified by DetNet.  Thus they are "new" and thus potentially
   present a new attack surface.  Does the threat take advantage of any
   aspect of our new Data Flow Info Models?

   This is TBD, thus there are no specific entries in our table, however
   that does not imply that there could be no relevant attacks.

6.1.5.  L2 and L3 Integration

   A DetNet network integrates Layer 2 (bridged) networks (e.g.  AVB/TSN
   LAN) and Layer 3 (routed) networks via the use of well-known
   protocols such as IP, MPLS-PW, and Ethernet.

   There are no specific entries in our table, however that does not
   imply that there could be no relevant attacks related to L2,L3
   integration.

6.1.6.  End-to-End Delivery

   Packets sent over DetNet are not to be dropped by the network due to
   congestion.  (Packets may however intentionally be dropped for
   intended reasons, e.g. per security measures).

   A Data plane attack may force packets to be dropped, for example a
   "long" Delay or Replication/Elimination or Flow Modification attack.

   The same result might be obtained by a Control plane attack, e.g.
   Path Manipulation or Signaling Packet Modification.

   It may be that such attacks are limited to Internal MITM attackers,
   but other possibilities should be considered.

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   An attack may also cause packets that should not be delivered to be
   delivered, such as by forcing packets from one (e.g. replicated) path
   to be preferred over another path when they should not be
   (Replication attack), or by Flow Modification, or by Path Choice or
   Packet Injection.  A Time Sync attack could cause a system that was
   expecting certain packets at certain times to accept unintended
   packets based on compromised system time or time windowing in the
   scheduler.

   Packets may also be dropped due to malfunctioning software or
   hardware.

6.1.7.  Proprietary Deterministic Ethernet Networks

   There are many proprietary non-interoperable deterministic Ethernet-
   based networks currently available; DetNet is intended to provide an
   open-standards-based alternative to such networks.  In cases where a
   DetNet intersects with remnants of such networks or their protocols,
   such as by protocol emulation or access to such a network via a
   gateway, new attack surfaces can be opened.

   For example an Inter-Segment or Control plane attack such as Path
   Manipulation, Path Choice or Control Packet Modification/Injection
   could be used to exploit commands specific to such a protocol, or
   that are interpreted differently by the different protocols or
   gateway.

6.1.8.  Replacement for Proprietary Fieldbuses

   There are many proprietary "field buses" used in today's industrial
   and other industries; DetNet is intended to provide an open-
   standards-based alternative to such buses.  In cases where a DetNet
   intersects with such fieldbuses or their protocols, such as by
   protocol emulation or access via a gateway, new attack surfaces can
   be opened.

   For example an Inter-Segment or Control plane attack such as Path
   Manipulation, Path Choice or Control Packet Modification/Injection
   could be used to exploit commands specific to such a protocol, or
   that are interpreted differently by the different protocols or
   gateway.

6.1.9.  Deterministic vs Best-Effort Traffic

   DetNet is intended to support coexistence of time-sensitive
   operational (OT, deterministic) traffic and information (IT, "best
   effort") traffic on the same ("unified") network.

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   With DetNet, this coexistance will become more common, and
   mitigations will need to be established.  The fact that the IT
   traffic on a DetNet is limited to a corporate controlled network
   makes this a less difficult problem compared to being exposed to the
   open Internet, however this aspect of DetNet security should not be
   underestimated.

   Most of the themes described in this document address OT (reserved)
   streams - this item is intended to address issues related to IT
   traffic on a DetNet.

   An Inter-segment attack can flood the network with IT-type traffic
   with the intent of disrupting handling of IT traffic, and/or the goal
   of interfering with OT traffic.  Presumably if the stream reservation
   and isolation of the DetNet is well-designed (better-designed than
   the attack) then interference with OT traffic should not result from
   an attack that floods the network with IT traffic.

   However the DetNet's handling of IT traffic may not (by design) be as
   resilient to DOS attack, and thus designers must be otherwise
   prepared to mitigate DOS attacks on IT traffic in a DetNet.

6.1.10.  Deterministic Flows

   Reserved bandwidth data flows (deterministic flows) must provide the
   allocated bandwidth, and must be isolated from each other.

   A Spoofing or Inter-segment attack which adds packet traffic to a
   bandwidth-reserved stream could cause that stream to occupy more
   bandwidth than it is allocated, resulting in interference with other
   deterministic flows.

   A Flow Modification or Spoofing or Header Manipulation or Control
   Packet Modification attack could cause packets from one flow to be
   directed to another flow, thus breaching isolation between the flows.

6.1.11.  Unused Reserved Bandwidth

   If bandwidth reservations are made for a stream but the associated
   bandwidth is not used at any point in time, that bandwidth is made
   available on the network for best-effort traffic.  If the owner of
   the reserved stream then starts transmitting again, the bandwidth is
   no longer available for best-effort traffic, on a moment-to-moment
   basis.  (Such "temporarily available" bandwidth is not available for
   time-sensitive traffic, which must have its own reservation).

   An Inter-segment attack could flood the network with IT traffic,
   interfering with the intended IT traffic.

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   A Flow Modification or Spoofing or Control Packet Modification or
   Injection attack could cause extra bandwidth to be reserved by a new
   or existing stream, thus making it unavailable for use by best-effort
   traffic.

6.1.12.  Interoperability

   The DetNet network specifications are intended to enable an ecosystem
   in which multiple vendors can create interoperable products, thus
   promoting device diversity and potentially higher numbers of each
   device manufactured.  Does the threat take advantage of differences
   in implementation of "interoperable" products made by different
   vendors?

   This is TBD, thus there are no specific entries in our table, however
   that does not imply that there could be no relevant attacks.

6.1.13.  Cost Reductions

   The DetNet network specifications are intended to enable an ecosystem
   in which multiple vendors can create interoperable products, thus
   promoting higher numbers of each device manufactured, promoting cost
   reduction and cost competition among vendors.  Does the threat take
   advantage of "low cost" HW or SW components or other "cost-related
   shortcuts" that might be present in devices?

   This is TBD, thus there are no specific entries in our table, however
   that does not imply that there could be no relevant attacks.

6.1.14.  Insufficiently Secure Devices

   The DetNet network specifications are intended to enable an ecosystem
   in which multiple vendors can create interoperable products, thus
   promoting device diversity and potentially higher numbers of each
   device manufactured.  Does the threat attack "naivete" of SW, for
   example SW that was not designed to be sufficiently secure (or secure
   at all) but is deployed on a DetNet network that is intended to be
   highly secure?  (For example IoT exploits like the Mirai video-camera
   botnet ([MIRAI]).

   This is TBD, thus there are no specific entries in our table, however
   that does not imply that there could be no relevant attacks.

6.1.15.  DetNet Network Size

   DetNet networks range in size from very small, e.g. inside a single
   industrial machine, to very large, for example a Utility Grid network
   spanning a whole country.

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   The size of the network might be related to how the attack is
   introduced into the network, for example if the entire network is
   local, there is a threat that power can be cut to the entire network.
   If the network is large, perhaps only a part of the network is
   attacked.

   A Delay attack might be as relevant to a small network as to a large
   network, although the amount of delay might be different.

   Attacks sourced from IT traffic might be more likely in large
   networks, since more people might have access to the network.
   Similarly Path Manipulation, Path Choice and Time Sync attacks seem
   more likely relevant to large networks.

6.1.16.  Multiple Hops

   Large DetNet networks (e.g. a Utility Grid network) may involve many
   "hops" over various kinds of links for example radio repeaters,
   microwave links, fiber optic links, etc..

   An attack that takes advantage of flaws (or even normal operation) in
   the device drivers for the various links (through internal knowledge
   of how the individual driver or firmware operates, perhaps like the
   Stuxnet attack) could take proportionately greater advantage of this
   topology.  We don't currently have an attack like this defined; we
   have only "protocol" (time or packet) based attacks.  Perhaps we need
   to define an attack like this?  Or is that out of scope for DetNet?

   It is also possible that this DetNet topology will not be in as
   common use as other more homogeneous topologies so there may be more
   opportunity for attackers to exploit software and/or protocol flaws
   in the implementations which have not been wrung out by extensive
   use, particularly in the case of early adopters.

   Of the attacks we have defined, the ones identified above as relevant
   to "large" networks seem to be most relevant.

6.1.17.  Level of Service

   A DetNet is expected to provide means to configure the network that
   include querying network path latency, requesting bounded latency for
   a given stream, requesting worst case maximum and/or minimum latency
   for a given path or stream, and so on.  It is an expected case that
   the network cannot provide a given requested service level.  In such
   cases the network control system should reply that the requested
   service level is not available (as opposed to accepting the parameter
   but then not delivering the desired behavior).

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   Control plane attacks such as Signaling Packet Modification and
   Injection could be used to modify or create control traffic that
   could interfere with the process of a user requesting a level of
   service and/or the network's reply.

   Reconnaissance could be used to characterize flows and perhaps target
   specific flows for attack via the Control plane as noted above.

6.1.18.  Bounded Latency

   DetNet provides the expectation of guaranteed bounded latency.

   Delay attacks can cause packets to miss their agreed-upon latency
   boundaries.

   Time Sync attacks can corrupt the system's time reference, resulting
   in missed latency deadlines (with respect to the "correct" time
   reference).

6.1.19.  Low Latency

   Applications may require "extremely low latency" however depending on
   the application these may mean very different latency values; for
   example "low latency" across a Utility grid network is on a different
   time scale than "low latency" in a motor control loop in a small
   machine.  The intent is that the mechanisms for specifying desired
   latency include wide ranges, and that architecturally there is
   nothing to prevent arbitrarily low latencies from being implemented
   in a given network.

   Attacks on the Control plane (as described in the Level of Service
   theme) and Delay and Time attacks (as described in the Bounded
   Latency theme) both apply here.

6.1.20.  Bounded Jitter (Latency Variation)

   DetNet is expected to provide bounded jitter (packet to packet
   latency variation).

   Delay attacks can cause packets to vary in their arrival times,
   resulting in packet to packet latency variation, thereby violating
   the jitter specification.

6.1.21.  Symmetrical Path Delays

   Some applications would like to specify that the transit delay time
   values be equal for both the transmit and return paths.

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   Delay attacks can cause path delays to differ.

   Time Sync attacks can corrupt the system's time reference, resulting
   in differing path delays (with respect to the "correct" time
   reference).

6.1.22.  Reliability and Availability

   DetNet based systems are expected to be implemented with essentially
   arbitrarily high availability (for example 99.9999% up time, or even
   12 nines).  The intent is that the DetNet designs should not make any
   assumptions about the level of reliability and availability that may
   be required of a given system, and should define parameters for
   communicating these kinds of metrics within the network.

   Any attack on the system, of any type, can affect its overall
   reliability and availability, thus in our table we have marked every
   attack.  Since every DetNet depends to a greater or lesser degree on
   reliability and availability, this essentially means that all
   networks have to mitigate all attacks, which to a greater or lesser
   degree defeats the purpose of associating attacks with use cases.  It
   also underscores the difficulty of designing "extremely high
   reliability" networks.

6.1.23.  Redundant Paths

   DetNet based systems are expected to be implemented with essentially
   arbitrarily high reliability/availability.  A strategy used by DetNet
   for providing such extraordinarily high levels of reliability is to
   provide redundant paths that can be seamlessly switched between, all
   the while maintaining the required performance of that system.

   Replication-related attacks are by definition applicable here.
   Control plane attacks can also interfere with the configuration of
   redundant paths.

6.1.24.  Security Measures

   A DetNet network must be made secure against devices failures,
   attackers, misbehaving devices, and so on.  Does the threat affect
   such security measures themselves, e.g. by attacking SW designed to
   protect against device failure?

   This is TBD, thus there are no specific entries in our table, however
   that does not imply that there could be no relevant attacks.

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6.2.  Attack Types by Use Case Common Theme

   The following table lists the attacks of Section 3, assigning a
   number to each type of attack.  That number is then used as a short
   form identifier for the attack in Figure 5.

   +--+----------------------------------------+----------------------+
   |  | Attack                                 |       Section        |
   +--+----------------------------------------+----------------------+
   | 1|Delay Attack                            |  Section 3.2.1       |
   +--+----------------------------------------+----------------------+
   | 2|DetNet Flow Modification or Spoofing    |  Section 3.2.2       |
   +--+----------------------------------------+----------------------+
   | 3|Inter-Segment Attack                    |  Section 3.2.3       |
   +--+----------------------------------------+----------------------+
   | 4|Replication: Increased attack surface   |  Section 3.2.4.1     |
   +--+----------------------------------------+----------------------+
   | 5|Replication-related Header Manipulation |  Section 3.2.4.2     |
   +--+----------------------------------------+----------------------+
   | 6|Path Manipulation                       |  Section 3.2.5.1     |
   +--+----------------------------------------+----------------------+
   | 7|Path Choice: Increased Attack Surface   |  Section 3.2.5.2     |
   +--+----------------------------------------+----------------------+
   | 8|Control or Signaling Packet Modification|  Section 3.2.6.1     |
   +--+----------------------------------------+----------------------+
   | 9|Control or Signaling Packet Injection   |  Section 3.2.6.2     |
   +--+----------------------------------------+----------------------+
   |10|Reconnaissance                          |  Section 3.2.7       |
   +--+----------------------------------------+----------------------+
   |11|Attacks on Time Sync Mechanisms         |  Section 3.2.8       |
   +--+----------------------------------------+----------------------+

                         Figure 4: List of Attacks

   The following table maps the use case themes presented in this memo
   to the attacks of Figure 4.  Each row specifies a theme, and the
   attacks relevant to this theme are marked with a '+'.

   +----------------------------+--------------------------------+
   | Theme                      |             Attack             |
   |                            +--+--+--+--+--+--+--+--+--+--+--+
   |                            | 1| 2| 3| 4| 5| 6| 7| 8| 9|10|11|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Network Layer - AVB/TSN Eth.| +| +| +| +| +| +| +| +| +| +| +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Central Administration      |  |  |  |  |  | +| +| +| +| +| +|

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   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Hot Swap                    |  | +| +|  |  |  |  |  |  |  | +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Data Flow Information Models|  |  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |L2 and L3 Integration       |  |  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |End-to-end Delivery         | +| +| +| +| +| +| +| +| +|  | +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Proprietary Deterministic   |  |  | +|  |  | +| +| +| +|  |  |
   |Ethernet Networks           |  |  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Replacement for Proprietary |  |  | +|  |  | +| +| +| +|  |  |
   |Fieldbuses                  |  |  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Deterministic vs. Best-     |  |  | +|  |  |  |  |  |  |  |  |
   |Effort Traffic              |  |  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Deterministic Flows         |  | +| +|  | +| +|  | +|  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Unused Reserved Bandwidth   |  | +| +|  |  |  |  | +| +|  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Interoperability            |  |  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Cost Reductions             |  |  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Insufficiently Secure       |  |  |  |  |  |  |  |  |  |  |  |
   |Devices                     |  |  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |DetNet Network Size         | +|  |  |  |  | +| +|  |  |  | +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Multiple Hops               | +| +|  |  |  | +| +|  |  |  | +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Level of Service            |  |  |  |  |  |  |  | +| +| +|  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Bounded Latency             | +|  |  |  |  |  |  |  |  |  | +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Low Latency                 | +|  |  |  |  |  |  | +| +| +| +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Bounded Jitter              | +|  |  |  |  |  |  |  |  |  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Symmetric Path Delays       | +|  |  |  |  |  |  |  |  |  | +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Reliability and Availability| +| +| +| +| +| +| +| +| +| +| +|
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Redundant Paths             |  |  |  | +| +|  |  | +| +|  |  |
   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+
   |Security Measures           |  |  |  |  |  |  |  |  |  |  |  |

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   +----------------------------+--+--+--+--+--+--+--+--+--+--+--+

               Figure 5: Mapping Between Themes and Attacks

6.3.  Security Considerations for OAM Traffic

   This section considers DetNet-specific security considerations for
   packet traffic that is generated and transmitted over a DetNet as
   part of OAM (Operations, Administration and Maintenance).  For
   purposes of this discussion, OAM traffic falls into one of two basic
   types:

   o  OAM traffic generated by the network itself.  The additional
      bandwidth required for such packets is added by the network
      administration, presumably transparent to the customer.  Security
      considerations for such traffic are not DetNet-specific (apart
      from such traffic being subject to the same DetNet-specific
      security considerations as any other DetNet data flow) and are
      thus not covered in this document.

   o  OAM traffic generated by the customer.  From a DetNet security
      point of view, DetNet security considerations for such traffic are
      exactly the same as for any other customer data flows.

   Thus OAM traffic presents no additional (i.e.  OAM-specific) DetNet
   security considerations.

7.  DetNet Technology-Specific Threats

   Section 3 described threats which are independent of a DetNet
   implementation.  This section considers threats specifically related
   to the IP- and MPLS-specific aspects of DetNet implementations.

   The primary security considerations for the data plane specifically
   are to maintain the integrity of the data and the delivery of the
   associated DetNet service traversing the DetNet network.

   The primary relevant differences between IP and MPLS implementations
   are in flow identification and OAM methodologies.

   As noted in [RFC8655], DetNet operates at the IP layer
   ([I-D.ietf-detnet-ip]) and delivers service over sub-layer
   technologies such as MPLS ([I-D.ietf-detnet-mpls]) and IEEE 802.1
   Time-Sensitive Networking (TSN) ([I-D.ietf-detnet-ip-over-tsn]).
   Application flows can be protected through whatever means are
   provided by the layer and sub-layer technologies.  For example,
   technology-specific encryption may be used, such as that provided by

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   IPSec [RFC4301] for IP flows and/or by an underlying sub-net using
   MACSec [IEEE802.1AE-2018] for IP over Ethernet (Layer-2) flows.

   However, if the DetNet nodes cannot decrypt IPsec traffic, IPSec may
   not be a valid option; this is because the DetNet IP data plane
   identifies flows via a 6-tuple that consists of two IP addresses, the
   transport protocol ID, two transport protocol port numbers and the
   DSCP in the IP header.  When IPsec is used, the transport header is
   encrypted and the next protocol ID is an IPsec protocol, usually ESP,
   and not a transport protocol (e.g., neither TCP nor UDP, etc.)
   leaving only three components of the 6-tuple, which are the two IP
   addresses and the DSCP, which are in general not sufficient to
   identify a DetNet flow.

   Sections below discuss threats specific to IP and MPLS in more
   detail.

7.1.  IP

   The IP protocol has a long history of security considerations and
   architectural protection mechanisms.  From a data plane perspective
   DetNet does not add or modify any IP header information, and its use
   as a DetNet Data Plane does not introduce any new security issues
   that were not there before, apart from those already described in the
   data-plane-independent threats section Section 3.

   Thus the security considerations for a DetNet based on an IP data
   plane are purely inherited from the rich IP Security literature and
   code/application base, and the data-plane-independent section of this
   document.

   Maintaining security for IP segments of a DetNet may be more
   challenging than for the MPLS segments of the network, given that the
   IP segments of the network may reach the edges of the network, which
   are more likely to involve interaction with potentially malevolent
   outside actors.  Conversely MPLS is inherently more secure than IP
   since it is internal to routers and it is well-known how to protect
   it from outside influence.

   Another way to look at DetNet IP security is to consider it in the
   light of VPN security; as an industry we have a lot of experience
   with VPNs running through networks with other VPNs, it is well known
   how to secure the network for that.  However for a DetNet we have the
   additional subtlety that any possible interaction of one packet with
   another can have a potentially deleterious effect on the time
   properties of the flows.  So the network must provide sufficient
   isolation between flows, for example by protecting the forwarding
   bandwidth and related resources so that they are available to detnet

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   traffic, by whatever means are appropriate for that network's data
   plane.

7.2.  MPLS

   An MPLS network carrying DetNet traffic is expected to be a "well-
   managed" network.  Given that this is the case, it is difficult for
   an attacker to pass a raw MPLS encoded packet into a network because
   operators have considerable experience at excluding such packets at
   the network boundaries, as well as excluding MPLS packets being
   inserted through the use of a tunnel.

   MPLS security is discussed extensively in [RFC5920] ("Security
   Framework for MPLS and GMPLS Networks") to which the reader is
   referred.

   [RFC6941] builds on [RFC5920] by providing additional security
   considerations that are applicable to the MPLS-TP extensions
   appropriate to the MPLS Transport Profile [RFC5921], and thus to the
   operation of DetNet over some types of MPLS network.

   [RFC5921] introduces to MPLS new Operations, Administration, and
   Maintenance (OAM) capabilities, a transport-oriented path protection
   mechanism, and strong emphasis on static provisioning supported by
   network management systems.

   The operation of DetNet over an MPLS network is modeled on the
   operation of multi-segment pseudowires (MS-PW).  Thus for guidance on
   securing the DetNet elements of DetNet over MPLS the reader is
   referred to the MS-PW security mechanisms as defined in [RFC4447],
   [RFC3931], [RFC3985], [RFC6073], and [RFC6478].

   Having attended to the conventional aspects of network security it is
   necessary to attend to the dynamic aspects.  The closest experience
   that the IETF has with securing protocols that are sensitive to
   manipulation of delay are the two way time transfer protocols (TWTT),
   which are NTP [RFC5905] and Precision Time Protocol [IEEE1588].  The
   security requirements for these are described in [RFC7384].

   One particular problem that has been observed in operational tests of
   TWTT protocols is the ability for two closely but not completely
   synchronized streams to beat and cause a sudden phase hit to one of
   the streams.  This can be mitigated by the careful use of a
   scheduling system in the underlying packet transport.

   Further consideration of protection against dynamic attacks is work
   in progress.

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8.  IANA Considerations

   This memo includes no requests from IANA.

9.  Security Considerations

   The security considerations of DetNet networks are presented
   throughout this document.

10.  Informative References

   [ARINC664P7]
              ARINC, "ARINC 664 Aircraft Data Network, Part 7, Avionics
              Full-Duplex Switched Ethernet Network", 2009.

   [I-D.ietf-detnet-data-plane-framework]
              Varga, B., Farkas, J., Berger, L., Fedyk, D., Malis, A.,
              Bryant, S., and J. Korhonen, "DetNet Data Plane
              Framework", draft-ietf-detnet-data-plane-framework-03
              (work in progress), October 2019.

   [I-D.ietf-detnet-ip]
              Varga, B., Farkas, J., Berger, L., Fedyk, D., Malis, A.,
              Bryant, S., and J. Korhonen, "DetNet Data Plane: IP",
              draft-ietf-detnet-ip-04 (work in progress), November 2019.

   [I-D.ietf-detnet-ip-over-tsn]
              Varga, B., Farkas, J., Malis, A., and S. Bryant, "DetNet
              Data Plane: IP over IEEE 802.1 Time Sensitive Networking
              (TSN)", draft-ietf-detnet-ip-over-tsn-01 (work in
              progress), October 2019.

   [I-D.ietf-detnet-mpls]
              Varga, B., Farkas, J., Berger, L., Fedyk, D., Malis, A.,
              Bryant, S., and J. Korhonen, "DetNet Data Plane: MPLS",
              draft-ietf-detnet-mpls-04 (work in progress), November
              2019.

   [I-D.varga-detnet-service-model]
              Varga, B. and J. Farkas, "DetNet Service Model", draft-
              varga-detnet-service-model-02 (work in progress), May
              2017.

   [IEEE1588]
              IEEE, "IEEE 1588 Standard for a Precision Clock
              Synchronization Protocol for Networked Measurement and
              Control Systems Version 2", 2008.

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   [IEEE802.1AE-2018]
              IEEE Standards Association, "IEEE Std 802.1AE-2018 MAC
              Security (MACsec)", 2018,
              <https://ieeexplore.ieee.org/document/8585421>.

   [IEEE802.1Qch-2017]
              IEEE Standards Association, "IEEE Standard for Local and
              metropolitan area networks--Bridges and Bridged Networks--
              Amendment 29: Cyclic Queuing and Forwarding", 2017,
              <https://ieeexplore.ieee.org/document/7961303>.

   [MIRAI]    krebsonsecurity.com, "https://krebsonsecurity.com/2016/10/
              hacked-cameras-dvrs-powered-todays-massive-internet-
              outage/", 2016.

   [RFC2475]  Blake, S., Black, D., Carlson, M., Davies, E., Wang, Z.,
              and W. Weiss, "An Architecture for Differentiated
              Services", RFC 2475, DOI 10.17487/RFC2475, December 1998,
              <https://www.rfc-editor.org/info/rfc2475>.

   [RFC3552]  Rescorla, E. and B. Korver, "Guidelines for Writing RFC
              Text on Security Considerations", BCP 72, RFC 3552,
              DOI 10.17487/RFC3552, July 2003,
              <https://www.rfc-editor.org/info/rfc3552>.

   [RFC3931]  Lau, J., Ed., Townsley, M., Ed., and I. Goyret, Ed.,
              "Layer Two Tunneling Protocol - Version 3 (L2TPv3)",
              RFC 3931, DOI 10.17487/RFC3931, March 2005,
              <https://www.rfc-editor.org/info/rfc3931>.

   [RFC3985]  Bryant, S., Ed. and P. Pate, Ed., "Pseudo Wire Emulation
              Edge-to-Edge (PWE3) Architecture", RFC 3985,
              DOI 10.17487/RFC3985, March 2005,
              <https://www.rfc-editor.org/info/rfc3985>.

   [RFC4301]  Kent, S. and K. Seo, "Security Architecture for the
              Internet Protocol", RFC 4301, DOI 10.17487/RFC4301,
              December 2005, <https://www.rfc-editor.org/info/rfc4301>.

   [RFC4447]  Martini, L., Ed., Rosen, E., El-Aawar, N., Smith, T., and
              G. Heron, "Pseudowire Setup and Maintenance Using the
              Label Distribution Protocol (LDP)", RFC 4447,
              DOI 10.17487/RFC4447, April 2006,
              <https://www.rfc-editor.org/info/rfc4447>.

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   [RFC5905]  Mills, D., Martin, J., Ed., Burbank, J., and W. Kasch,
              "Network Time Protocol Version 4: Protocol and Algorithms
              Specification", RFC 5905, DOI 10.17487/RFC5905, June 2010,
              <https://www.rfc-editor.org/info/rfc5905>.

   [RFC5920]  Fang, L., Ed., "Security Framework for MPLS and GMPLS
              Networks", RFC 5920, DOI 10.17487/RFC5920, July 2010,
              <https://www.rfc-editor.org/info/rfc5920>.

   [RFC5921]  Bocci, M., Ed., Bryant, S., Ed., Frost, D., Ed., Levrau,
              L., and L. Berger, "A Framework for MPLS in Transport
              Networks", RFC 5921, DOI 10.17487/RFC5921, July 2010,
              <https://www.rfc-editor.org/info/rfc5921>.

   [RFC6073]  Martini, L., Metz, C., Nadeau, T., Bocci, M., and M.
              Aissaoui, "Segmented Pseudowire", RFC 6073,
              DOI 10.17487/RFC6073, January 2011,
              <https://www.rfc-editor.org/info/rfc6073>.

   [RFC6478]  Martini, L., Swallow, G., Heron, G., and M. Bocci,
              "Pseudowire Status for Static Pseudowires", RFC 6478,
              DOI 10.17487/RFC6478, May 2012,
              <https://www.rfc-editor.org/info/rfc6478>.

   [RFC6941]  Fang, L., Ed., Niven-Jenkins, B., Ed., Mansfield, S., Ed.,
              and R. Graveman, Ed., "MPLS Transport Profile (MPLS-TP)
              Security Framework", RFC 6941, DOI 10.17487/RFC6941, April
              2013, <https://www.rfc-editor.org/info/rfc6941>.

   [RFC7384]  Mizrahi, T., "Security Requirements of Time Protocols in
              Packet Switched Networks", RFC 7384, DOI 10.17487/RFC7384,
              October 2014, <https://www.rfc-editor.org/info/rfc7384>.

   [RFC8578]  Grossman, E., Ed., "Deterministic Networking Use Cases",
              RFC 8578, DOI 10.17487/RFC8578, May 2019,
              <https://www.rfc-editor.org/info/rfc8578>.

   [RFC8655]  Finn, N., Thubert, P., Varga, B., and J. Farkas,
              "Deterministic Networking Architecture", RFC 8655,
              DOI 10.17487/RFC8655, October 2019,
              <https://www.rfc-editor.org/info/rfc8655>.

Authors' Addresses

   Tal Mizrahi
   Huawei Network.IO Innovation Lab

   Email: tal.mizrahi.phd@gmail.com

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   Ethan Grossman (editor)
   Dolby Laboratories, Inc.
   1275 Market Street
   San Francisco, CA  94103
   USA

   Phone: +1 415 645 4726
   Email: ethan.grossman@dolby.com
   URI:   http://www.dolby.com

   Andrew J. Hacker
   MistIQ Technologies, Inc

   Harrisburg, PA
   USA

   Phone:
   Email: ajhacker@mistiqtech.com
   URI:   http://www.mistiqtech.com

   Subir Das
   Applied Communication Sciences
   150 Mount Airy Road, Basking Ridge
   New Jersey, 07920
   USA

   Email: sdas@appcomsci.com

   John Dowdell
   Airbus Defence and Space
   Celtic Springs
   Newport  NP10 8FZ
   United Kingdom

   Email: john.dowdell.ietf@gmail.com

   Henrik Austad
   SINTEF Digital
   Klaebuveien 153
   Trondheim  7037
   Norway

   Email: henrik@austad.us

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   Norman Finn
   Huawei

   Email: norman.finn@mail01.huawei.com

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