Internet DRAFT - draft-li-savnet-intra-domain-problem-statement

draft-li-savnet-intra-domain-problem-statement







Network Working Group                                              D. Li
Internet-Draft                                                     J. Wu
Intended status: Informational                                    L. Qin
Expires: 12 September 2023                           Tsinghua University
                                                                M. Huang
                                                                 N. Geng
                                                                  Huawei
                                                           11 March 2023


Source Address Validation in Intra-domain Networks Gap Analysis, Problem
                      Statement, and Requirements
           draft-li-savnet-intra-domain-problem-statement-07

Abstract

   This document provides the gap analysis of existing intra-domain
   source address validation mechanisms, describes the fundamental
   problems, and defines the requirements for technical improvements.

Requirements Language

   The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT",
   "SHOULD", "SHOULD NOT", "RECOMMENDED", "NOT RECOMMENDED", "MAY", and
   "OPTIONAL" in this document are to be interpreted as described in BCP
   14 [RFC2119][RFC8174] when, and only when, they appear in all
   capitals, as shown here.

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
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   This Internet-Draft will expire on 12 September 2023.







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Copyright Notice

   Copyright (c) 2023 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
   Provisions Relating to IETF Documents (https://trustee.ietf.org/
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Table of Contents

   1.  Introduction  . . . . . . . . . . . . . . . . . . . . . . . .   2
   2.  Terminology . . . . . . . . . . . . . . . . . . . . . . . . .   4
   3.  Existing Mechanisms . . . . . . . . . . . . . . . . . . . . .   5
   4.  Gap Analysis  . . . . . . . . . . . . . . . . . . . . . . . .   6
     4.1.  Outbound Traffic Validation . . . . . . . . . . . . . . .   6
     4.2.  Inbound Traffic Validation  . . . . . . . . . . . . . . .   7
   5.  Problem Statement . . . . . . . . . . . . . . . . . . . . . .   8
   6.  Requirements for New SAV Mechanisms . . . . . . . . . . . . .   9
     6.1.  Automatic Update  . . . . . . . . . . . . . . . . . . . .   9
     6.2.  Accurate Validation . . . . . . . . . . . . . . . . . . .   9
     6.3.  Working in Incremental/Partial Deployment . . . . . . . .  10
   7.  Intra-domain SAV Scope  . . . . . . . . . . . . . . . . . . .  10
   8.  Security Considerations . . . . . . . . . . . . . . . . . . .  10
   9.  IANA Considerations . . . . . . . . . . . . . . . . . . . . .  11
   10. Acknowledgements  . . . . . . . . . . . . . . . . . . . . . .  11
   11. References  . . . . . . . . . . . . . . . . . . . . . . . . .  11
     11.1.  Normative References . . . . . . . . . . . . . . . . . .  11
     11.2.  Informative References . . . . . . . . . . . . . . . . .  12
   Authors' Addresses  . . . . . . . . . . . . . . . . . . . . . . .  12

1.  Introduction

   Source Address Validation (SAV) is important for defending against
   source address spoofing attacks and allowing accurate traceback.  A
   multi-fence architecture called Source Address Validation Architec-
   ture (SAVA) [RFC5210] was proposed to validate source addresses at
   three levels: access network SAV, intra-domain SAV, and inter-domain
   SAV.  When SAV is not fully enabled at the edge of the Internet, the
   multi-fence architecture can help enhance the validation across the
   whole Internet and thus reduce the opportunities of launching source
   address spoofing attacks.




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   Particularly, access network SAV ensures that a host uses a valid
   address assigned to the host statically or dynamically.  In this way,
   the host cannot use the source address of another host.  There are
   many mechanisms for SAV in access networks.  Static ACL rules can be
   manually configured for validation by specifying which source addre-
   sses are acceptable or unacceptable.  Dynamic ACL is another effic-
   ient mechanism which is associated with authentication servers (e.g.,
   RADIUS and DIAMETER).  The servers receive access requests and then
   install or enable ACL rules on the device to permit particular users'
   packets.  SAVI [RFC7039] represents a kind of mechanism enforcing
   that the legitimate IP address of a host matches the link-layer
   property of the host's network attachment.  For example, SAVI
   solution for DHCP [RFC7513] creates a binding between a DHCPv4/
   DHCPv6-assigned IP address and a link-layer property (like MAC
   address or switch port) on a SAVI device.  IP Source Guard (IPSG)
   [IPSG] combined with DHCP snooping is an implementation of SAVI
   solution for DHCP.  Cable Source-Verify [cable-verify] also shares
   some features of SAVI and is used in cable modem networks.  Cable
   modem termination system (CMTS) devices with Cable Source-Verify
   maintain the bindings of the CPE's IP address, the CPE's MAC address,
   and the corresponding cable modem identifier.  When receiving
   packets, the device will check the validity of the packets according
   to the bindings.

   Given numerous access networks managed by different operators throu-
   ghout the world, it is difficult to require all access networks to
   effectively deploy SAV.  Therefore, intra-domain SAV and inter-domain
   SAV are needed to block spoofing traffic as close to the source as
   possible.  Both intra-domain SAV and inter-domain SAV usually perform
   validation at the granularity of IP prefixes, which is coarser than
   the validation granularity of access network SAV, as an IP prefix
   covers a range of IP addresses.

   This document focuses on the analysis of intra-domain SAV.  In con-
   trast to inter-domain SAV, intra-domain SAV does not require colla-
   boration between different ASes.  The SAV rules can be generated by
   the AS itself.  Consider an AS X which provides its own subnets with
   the connectivity to other ASes.  The intra-domain SAV for AS X has
   two goals: i) blocking the illegitimate packets originated from the
   local subnets of AS X with spoofed source addresses; and ii) blocking
   the illegitimate packets coming from other ASes which spoof the
   source addresses of AS X.

   Figure 1 illustrates the function of intra-domain SAV with two cases.
   Case i shows that AS X forwards spoofed packets originated from its
   subnets to other ASes (e.g., AS Y).  If AS X deploys intra-domain
   SAV, the spoofed packets from its own subnet can be blocked by AS X
   itself (i.e., Goal i).  Case ii shows that AS X receives the packets



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   which spoof AS X's source addresses from other ASes (e.g., AS Y).  If
   AS X deploys intra-domain SAV, the spoofed packets from AS Y can be
   blocked by AS X (i.e., Goal ii).

       Case i: AS X forwards spoofed packets originated
               from its subnets to other ASes (e.g., AS Y)
       Goal i: If AS X deploys intra-domain SAV,
               the spoofed packets can be blocked by AS X

         +------+  Spoofed packets  +------+
         | AS X |------------------>| AS Y |
         +------+                   +------+


       Case ii: AS X receives packets spoofing
                AS X's source addresses from other ASes (e.g., AS Y)
       Goal ii: If AS X deploys intra-domain SAV,
                the spoofed packets can be blocked by AS X

         +------+  Spoofed packets  +------+
         | AS X |<------------------| AS Y |
         +------+                   +------+

           Figure 1: An example for illustrating intra-domain SAV


   There are many mechanisms for intra-domain SAV.  This document
   provides the gap analysis of existing intra-domain SAV mechanisms.
   According to the gap analysis, the document concludes the main
   problems of existing mechanisms and describes the requirements for
   future intra-domain SAV mechanisms.

2.  Terminology

   SAV Rule: The rule that indicates the validity of a specific source
   IP address or source IP prefix.

   SAV Table: The table or data structure that implements the SAV rules
   and is used for source address validation in the data plane.

   Improper Block: The validation results that the packets with legiti-
   mate source addresses are blocked improperly due to inaccurate SAV
   rules.

   Improper Permit: The validation results that the packets with spoofed
   source addresses are permitted improperly due to inaccurate SAV
   rules.




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3.  Existing Mechanisms

   Ingress filtering [RFC2827][RFC3704] is the current practice of
   intra-domain SAV.  This section briefly introduces the existing
   intra-domain SAV mechanisms.

   *  ACL-based ingress filtering [RFC2827][RFC3704] is a typical mech-
      anism for intra-domain SAV.  ACL rules can be configured for
      blocking or permitting packets with specific source addresses.
      This mechanism can be applied at the downstream interfaces of edge
      routers connecting the subnets or at the downstream interfaces of
      aggregation routers [manrs-antispoofing].  The validation at
      downstream interfaces will prevent local subnets from spoofing
      source prefixes of other subnets.  Besides, at the upstream
      interfaces of routers connecting other ASes, ACL can be enabled
      for blocking packets with disallowed source prefixes, such as the
      internal source prefixes owned by the subnets [nist-rec].  In any
      application scenario, ACL rules should be updated in time to be
      consistent with the latest filtering criteria.

   *  Strict uRPF [RFC3704] is another commonly used mechanism for SAV
      in intra-domain networks.  Routers deploying strict uRPF accept a
      data packet only when i) the local FIB contains a prefix encompa-
      ssing the packet's source address and ii) the corresponding
      outgoing interface for the prefix in the FIB matches the packet's
      incoming interface.  Otherwise, the packet will be blocked.
      Strict uRPF is usually used at downstream interfaces of edge
      routers connecting local subnets.

   *  Loose uRPF [RFC3704] takes a looser validation mechanism than
      strict uRPF to avoid improper block.  A packet will be accepted if
      the local FIB contains a prefix encompassing the packet's source
      address.  The incoming interface of the packet is not checked.
      Upstream interfaces can enable loose uRPF for blocking non-global
      addresses [nist-rec].

   *  Carrier Grade NAT has some operations on the source addresses of
      packets, but is not an anti-spoofing tool, as described in
      [manrs-antispoofing].  If the source address of a packet is in the
      INSIDE access list, the NAT rule can translate the source address
      to an address in the pool OUTSIDE.  The NAT rule cannot judge
      whether the source address is spoofed or not.  In addition, the
      packet with a spoofed source address will be forwarded directly if
      the spoofed source address is not included in the INSIDE access
      list.  Therefore, Carrier Grade NAT cannot help block or traceback
      spoofed packets, and other SAV mechanisms are still needed.





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4.  Gap Analysis

   Existing intra-domain SAV mechanisms either require high operational
   overhead or have limitations in accuracy.  They may improperly block
   the traffic with legitimate source addresses (i.e., improper block)
   or improperly permit the traffic with spoofed source addresses (i.e.,
   improper permit).

4.1.  Outbound Traffic Validation

   Outbound traffic validation is implemented at downstream interfaces
   of routers to validate the packets from directly connected subnets.
   As described previously, ACL rules can be configured at downstream
   interfaces for ingress filtering.  These rules need to be updated
   when prefixes or topologies of subnets change.  If ACL rules are not
   updated in time, improper block or improper permit may occur.  To
   ensure the accuracy of SAV in dynamic networks, high operational
   overhead will be induced to achieve timely updates for ACL
   configurations.

   Strict uRPF can also be used for outbound traffic validation, but
   there may be improper block problem in multi-homing scenario.
   Figure 2 shows such a case.  In the figure, Subnet 1 owns prefix
   10.0.0.0/15 and is attached to two edge routers, i.e., Router 1 and
   Router 2.  For the load balance purpose of inbound traffic, Subnet 1
   expects the inbound traffic destined for 10.1.0.0/16 to come only
   from Router 1 and the inbound traffic destined for 10.0.0.0/16 to
   come only from Router 2.  To this end, Router 1 only learns the route
   to sub prefix 10.1.0.0/16 from Subnet 1, while Router 2 only learns
   the route to the other sub prefix 10.0.0.0/16 from Subnet 1.  Then,
   Router 1 and Router 2 advertise the learned sub prefix to the other
   routers in the AS through intra-domain routing protocols such as OSPF
   or IS-IS.  Finally, Router 1 learns the route to 10.0.0.0/16 from
   Router 3, and Router 2 learns the route to 10.1.0.0/16 from Router 3.
   The FIBs on Router 1 and Router 2 are shown in the figure.  Although
   Subnet 1 does not expect inbound traffic destined for 10.0.0.0/16 to
   come from Router 1, it may send outbound traffic with source addre-
   sses of prefix 10.0.0.0/16 to Router 1 for load balance of outbound
   traffic.  As a result, there is asymmetric routing between Subnet 1
   and Router 1.  Similarly, Subnet 1 may also send outbound traffic
   with source addresses of prefix 10.1.0.0/16 to Router 2, resulting in
   asymmetric routing between Subnet1 and Router 2.









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      +-------------------------------------------------------------+
      |                                                      AS     |
      |                        +----------+                         |
      |                        | Router 3 |                         |
      | FIB on Router 1        +----------+  FIB on Router 2        |
      | Dest         Next_hop   /\      \    Dest         Next_hop  |
      | 10.1.0.0/16  Subnet 1   /        \   10.0.0.0/16  Subnet 1  |
      | 10.0.0.0/16  Router 3  /         \/  10.1.0.0/16  Router 3  |
      |                +----------+     +----------+                |
      |                | Router 1 |     | Router 2 |                |
      |                +-----+#+--+     +-+#+------+                |
      |                        /\         /                         |
      |   Outbound traffic with \        / Inbound traffic with     |
      |   source IP addresses    \      /  destination IP addresses |
      |   of 10.0.0.0/16          \    \/  of 10.0.0.0/16           |
      |                           Subnet 1                          |
      |                        (10.0.0.0/15 )                       |
      |                                                             |
      +-------------------------------------------------------------+

      Figure 2: Asymmetric routing in the multi-homed subnet scenario


   Strict uRPF takes the entries in FIB for SAV.  It can improperly
   block the packets with legitimate source prefixes when asymmetric
   routing exists.  In the figure, if Router 1 applies strict uRPF at
   interface '#', the SAV rule is that Router 1 only accepts packets
   with source addresses of 10.1.0.0/16 from Subnet 1.  Therefore, when
   Subnet 1 sends packets with source addresses of 10.0.0.0/16 to Router
   1, strict uRPF at Router 1 will improperly block these legitimate
   packets.  Similarly, when Router 2 with strict uRPF deployed receives
   packets with source addresses of prefix 10.1.0.0/16 from Subnet 1, it
   will also improperly block these legitimate packets.  Therefore,
   strict uRPF may cause improper block problem in the case of
   asymmetric routing.

4.2.  Inbound Traffic Validation

   Inbound traffic validation is performed at upstream interfaces of
   border routers to validate the packets from other ASes.  Figure 3
   shows an example of inbound SAV.  In the figure, Router 3 and Router
   4 deploy SAV mechanisms at interface '#' for validating external
   packets.  Hence, there are multiple points for inbound traffic
   validation for the AS.

   ACL-based ingress filtering is usually used for validating inbound
   traffic.  By configuring specified ACL rules, inbound packets with
   disallowed source prefixes (e.g., non-global addresses or the



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   internal source prefixes) can be blocked.  As mentioned above, ACL-
   based ingress filtering requires timely updates when the routing
   status changes dynamically.  When the ACL rules are not updated in
   time, there may be improper block or improper permit problems.  The
   operational overhead of maintaining updated ACL rules will be
   extremely high when there are multiple inbound validation points as
   shown in Figure 3.

   Loose uRPF is another inbound SAV mechanism and is more adaptive than
   ACL-based rules.  But it sacrifices the directionality of SAV and has
   limited blocking capability, because it allows packets with source
   addresses that exist in the FIB table at all router interfaces.

                        + Packets with              + Packets with
                        | spoofed p1/p2             | spoofed p1/p2
         +--------------|---------------------------|----------+
         |  AS          \/                          \/         |
         |          +--+#+-----+               +---+#+----+    |
         |          | Router 3 +-------------->| Router 4 |    |
         |          +----------+               +----------+    |
         |             /     \                      |          |
         |            /       \                     |          |
         |          \/         \/                   \/         |
         |  +----------+     +----------+      +----------+    |
         |  | Router 1 |     | Router 2 |      | Router 5 |    |
         |  +----------+     +----------+      +----------+    |
         |        \              /                   |         |
         |         \            /                    |         |
         |          \          /                     \/        |
         |           Subnet1(p1)                 Subnet2(p2)   |
         +-----------------------------------------------------+

                    Figure 3: A scenario of inbound SAV

5.  Problem Statement

   Accurate validation and low operational overhead are two important
   design goals of intra-domain SAV mechanisms.  As analyzed above,
   asymmetric routing and dynamic networks are two challenging scenarios
   for the two goals.  In these scenarios, existing SAV mechanisms have
   problems of inaccurate validation or high operational overhead.

   ACL-based SAV relies on manual configurations and thus requires high
   operational overhead in dynamic networks.  Operators have to manually
   update the ACL-based filtering rules in time when the prefix or
   topology changes.  Otherwise, improper block or improper permit
   problems may appear.




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   Strict uRPF-based SAV can automatically update SAV rules, but may
   improperly block legitimate traffic under asymmetric routing.  The
   root cause is that strict uRPF leverages the local FIB table to
   determine the incoming interface for source addresses, which may not
   match the real data-plane forwarding path from the source, due to the
   existence of asymmetric routes.  Hence, it may mistakenly consider a
   valid incoming interface as invalid, resulting in improper block
   problem; or it may consider an invalid incoming interface as valid,
   resulting in improper permit problem.

   Loose uRPF is also an automated SAV mechanism but its SAV rules are
   overly loose.  Most spoofed packets will be improperly permitted by
   adopting loose uRPF.

6.  Requirements for New SAV Mechanisms

   This section lists the requirements which can be a guidance for
   narrowing the gaps of existing intra-domain SAV mechanisms.  The
   requirements can be fully or partially fulfilled when designing new
   intra-domain SAV mechanisms.

6.1.  Automatic Update

   The new intra-domain SAV mechanism MUST be able to automatically
   adapt to network dynamics such as routing change or prefix change,
   instead of relying on manual update.

6.2.  Accurate Validation

   The new intra-domain SAV mechanism needs to improve the validation
   accuracy upon existing intra-domain SAV mechanisms.  Improper block
   must be avoided to guarantee that legitimate traffic will not be
   blocked.  Improper permit must be reduced as much as possible.  To
   avoid improper block in asymmetric routing scenario, it is better
   that the real forwarding path in the data plane can be learned and
   incoming interface for a certain prefix can be set accordingly.  In
   case when the real forwarding path in the data plane cannot be
   learned, the learned paths must cover the real forwarding paths so as
   to avoid improper block.  Further, by finding the least number of
   paths while covering all the real forwarding paths, improper permit
   can be minimized.










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6.3.  Working in Incremental/Partial Deployment

   The new intra-domain SAV mechanism SHOULD NOT assume pervasive
   adoption.  Some routers may not be able to be easily upgraded for
   supporting the new SAV mechanism due to their limitations of
   capabilities, versions, or vendors.  The mechanism SHOULD be able to
   provide protection even when it is partially deployed.  The
   effectiveness of protection for the new intra-domain SAV mechanism
   under partial deployment SHOULD be no worse than existing mechanisms.

7.  Intra-domain SAV Scope

   The new intra-domain SAV mechanism should work in the same scenarios
   as existing intra-domain SAV mechanisms.  Generally, it includes all
   IP-encapsulated scenarios:

   *  Native IP forwarding: including both forwarding based on global
      routing table and CE site forwarding of VPN.

   *  IP-encapsulated Tunnel (IPsec, GRE, SRv6, etc.): focusing on the
      validation of the outer layer IP address.

   *  Validating both IPv4 and IPv6 addresses.

   Scope does not include:

   *  Non-IP packets: including MPLS label-based forwarding and other
      non-IP-based forwarding.

   In addition, the new intra-domain SAV mechanism should avoid data-
   plane packet modification.  Existing architectures or protocols or
   mechanisms can be used in the new SAV mechanism to achieve better SAV
   function.

8.  Security Considerations

   The new intra-domain SAV mechanism MUST NOT introduce additional
   security vulnerabilities or confusion to the existing intra-domain
   architectures or control or management plane protocols.  Similar to
   the security scope of intra-domain routing protocols, intra-domain
   SAV mechanism should ensure integrity and authentication of protocol
   packets that deliver the required SAV information.

   The new intra-domain SAV mechanism does not provide protection
   against compromised or misconfigured routers that poison existing
   control plane protocols.  Such routers can not only disrupt the SAV
   function, but also affect the entire routing domain.




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9.  IANA Considerations

   This document does not request any IANA allocations.

10.  Acknowledgements

   Many thanks to the valuable comments from: Jared Mauch, Barry Greene,
   Fang Gao, Anthony Somerset, Kotikalapudi Sriram, Yuanyuan Zhang, Igor
   Lubashev, Alvaro Retana, Joel Halpern, Aijun Wang, Michael
   Richardson, Li Chen, Gert Doering, Mingxing Liu, Libin Liu, John
   O'Brien, Roland Dobbins, etc.

11.  References

11.1.  Normative References

   [inter-domain]
              "Source Address Validation in Inter-domain Networks Gap
              Analysis, Problem Statement, and Requirements", 2023,
              <https://datatracker.ietf.org/doc/draft-wu-savnet-inter-
              domain-problem-statement/>.

   [manrs-antispoofing]
              MANRS, "MANRS Implementation Guide", 2023,
              <https://www.manrs.org/netops/guide/antispoofing/>.

   [nist-rec] Sriram, K. and D. Montgomery, "Resilient Interdomain
              Traffic Exchange: BGP Security and DDos Mitigation", 2019,
              <https://www.nist.gov/publications/resilient-interdomain-
              traffic-exchange-bgp-security-and-ddos-mitigation>.

   [RFC2119]  Bradner, S., "Key words for use in RFCs to Indicate
              Requirement Levels", BCP 14, RFC 2119,
              DOI 10.17487/RFC2119, March 1997,
              <https://www.rfc-editor.org/info/rfc2119>.

   [RFC2827]  Ferguson, P. and D. Senie, "Network Ingress Filtering:
              Defeating Denial of Service Attacks which employ IP Source
              Address Spoofing", BCP 38, RFC 2827, DOI 10.17487/RFC2827,
              May 2000, <https://www.rfc-editor.org/info/rfc2827>.

   [RFC3704]  Baker, F. and P. Savola, "Ingress Filtering for Multihomed
              Networks", BCP 84, RFC 3704, DOI 10.17487/RFC3704, March
              2004, <https://www.rfc-editor.org/info/rfc3704>.







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   [RFC5210]  Wu, J., Bi, J., Li, X., Ren, G., Xu, K., and M. Williams,
              "A Source Address Validation Architecture (SAVA) Testbed
              and Deployment Experience", RFC 5210,
              DOI 10.17487/RFC5210, June 2008,
              <https://www.rfc-editor.org/info/rfc5210>.

   [RFC8174]  Leiba, B., "Ambiguity of Uppercase vs Lowercase in RFC
              2119 Key Words", BCP 14, RFC 8174, DOI 10.17487/RFC8174,
              May 2017, <https://www.rfc-editor.org/info/rfc8174>.

11.2.  Informative References

   [cable-verify]
              Cisco, "Cable Source-Verify and IP Address Security",
              2021, <https://www.cisco.com/c/en/us/support/docs/
              broadband-cable/cable-security/20691-source-verify.html>.

   [IPSG]     Cisco, "Configuring DHCP Features and IP Source Guard",
              2016, <https://www.cisco.com/c/en/us/td/docs/switches/lan/
              catalyst2960/software/release/12-
              2_53_se/configuration/guide/2960scg/swdhcp82.html>.

   [RFC7039]  Wu, J., Bi, J., Bagnulo, M., Baker, F., and C. Vogt, Ed.,
              "Source Address Validation Improvement (SAVI) Framework",
              RFC 7039, DOI 10.17487/RFC7039, October 2013,
              <https://www.rfc-editor.org/info/rfc7039>.

   [RFC7513]  Bi, J., Wu, J., Yao, G., and F. Baker, "Source Address
              Validation Improvement (SAVI) Solution for DHCP",
              RFC 7513, DOI 10.17487/RFC7513, May 2015,
              <https://www.rfc-editor.org/info/rfc7513>.

Authors' Addresses

   Dan Li
   Tsinghua University
   Beijing
   China
   Email: tolidan@tsinghua.edu.cn


   Jianping Wu
   Tsinghua University
   Beijing
   China
   Email: jianping@cernet.edu.cn





Li, et al.              Expires 12 September 2023              [Page 12]

Internet-Draft    Intra-domain SAVNET Problem Statement       March 2023


   Lancheng Qin
   Tsinghua University
   Beijing
   China
   Email: qlc19@mails.tsinghua.edu.cn


   Mingqing Huang
   Huawei
   Beijing
   China
   Email: huangmingqing@huawei.com


   Nan Geng
   Huawei
   Beijing
   China
   Email: gengnan@huawei.com
































Li, et al.              Expires 12 September 2023              [Page 13]