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Paper Citation Record · LEDGER

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study

As of 21 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2607.24893.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.24893 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T12:10:46.394315Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved23
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae853c22-cb10-4b0d-aa7d-ab6daf84a203 · outbound

This paper cites AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.241553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.241553Z digest=sha256:f6bffba3726061e85f726ec46365b65b3f8a3975666ca71bba1b9ff10f49f011

Observation cbda97c5-1107-426c-abd3-07974fdfc4e8 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.250652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.250652Z digest=sha256:037024093558424da604e88c681370c27779ce47f317823926010a24118aede5

Observation 9d6c2048-c230-4fe9-8743-ffbd40249bbb · outbound

This paper cites TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.258584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.258584Z digest=sha256:ce20f4cd1646aca896c646935f9c308665943a7ec89685a3a371ecaf6376eb76

Observation 2d37c25a-bbaf-433d-b044-5c4700c3883f · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.265826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.265826Z digest=sha256:910c800d42001f13e5f96f3b67566d08edffef68cf5f280aee5f0c6bf193ba1f

Observation b5f31224-1625-4d8f-8052-95561397800a · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.276591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.276591Z digest=sha256:29089f87448285415ea37f74f41b6e27821e5f83587be7ca92b1ef318b5732f9

Observation fae745ea-9af0-4016-a335-e865ffaac10b · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.283199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.283199Z digest=sha256:2f55c6069d262f51e68c7912dc53173ae87425b3f0283c5b929ba82dae81eeee

Observation c45e47af-22b9-4c20-871f-6689a2a992c9 · outbound

This paper cites SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.292481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.292481Z digest=sha256:dfb23ae0ac85af51c51797ba34e8a1ea564451e4f2118ccf977eb2156071430e

Observation 9adb0c12-b024-4e5a-9aee-a139b206b33f · outbound

This paper cites PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.298769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.298769Z digest=sha256:5a8f5981b141e774a5df5910b189cdf1d05b4361cd11423629b2db3a4d512616

Observation f21e9c2c-1848-4f00-9e00-31ec45f25f7a · outbound

This paper cites Maddison, and Tatsunori Hashimoto.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Maddison, and Tatsunori Hashimoto

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.304777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.304777Z digest=sha256:e5a9eff87b590ddebd005412aef7c4878c9cb52ddf94683b38bcac46ebff36d5

Observation cfb606de-db61-41ad-8414-e943e79e9722 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.310811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.310811Z digest=sha256:732c3e76906a86de0da71ff838ac502c88661a4fc8e6779e6a04487d6f16b8d1

Observation 6fbbe03a-53c9-4431-aa9a-0ecbe78bd021 · outbound

This paper cites HINTBench: Horizon-agent Intrinsic Non-attack Trajectory Benchmark.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study HINTBench: Horizon-agent Intrinsic Non-attack Trajectory Benchmark

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.316406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.316406Z digest=sha256:76f2f597169ab57fac712bb709fb96810234bd842c6dd2ce9975529f9d39e9b0

Observation ca0f7b2c-0004-43ca-953e-4c009c308ddd · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.322239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.322239Z digest=sha256:dae6cbba296af1fe14e4f0638ce4ffa969509a1dee121d45eb9ad2e28d39859e

Observation 96bd2974-0aca-41e7-9cf8-deaf89e1864a · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.327684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.327684Z digest=sha256:5656d50932d2caea5bcb1952eabc6afe0d9cbc6b2938142785bbc2994faaabae

Observation 2bc50bea-3f33-45d8-89ef-8edc713dd019 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.333105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.333105Z digest=sha256:c7a1036cf9d6a02d421835019cff7d5835f447d56b5d8f03e3adf0ba37927414

Observation 5d8d7554-2116-42a7-b656-457bbf303cf0 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.338725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.338725Z digest=sha256:b4af9226c4aad572d726d716f4a9712cb21bdc3251a493eb6c609939a7ac18cd

Observation baf70aa9-78a5-4a80-8e6f-dfd7cf7af18b · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.344087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.344087Z digest=sha256:2ebefecc27160dc663374f9842451cbf1c447cfed967ed5df8c5fc4ce1928626

Observation 66e94d1f-efb2-410c-b91b-73c814d42c90 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.350862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.350862Z digest=sha256:d319eca31d223040f0f54889b064a6698b77e1b6d02975c535b4085268ca6ea3

Observation f36667b4-4e0f-42e7-8b60-a601c0285b5e · outbound

This paper cites AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.358341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.358341Z digest=sha256:288c7cbdbe8acb94a2270aa4874eeca36febf8955c6b805021f110bfea2c33f2

Observation b236a313-fd95-44df-ab9c-d6be31abaef2 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.365269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.365269Z digest=sha256:fd31f795e5b468d34ee18e1990718c5478e22cca8b3d083d4ebf51f827c3bd96

Observation 0af8b68a-2211-4f82-a4ec-08e36343c908 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.373096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.373096Z digest=sha256:5225b5fb7b904105775067da977207e08b60a2da7689cac287d322c39aaa8a64

Observation eda6398c-dfc3-419d-898b-34906d74cd2e · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.381088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.381088Z digest=sha256:92162bed0c93a3ea408b244c672eac7f2259b795cb69604a043e77b0bbbad395

Observation 48efddf5-0806-4395-acd9-1f52e7ff0b85 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.388777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.388777Z digest=sha256:71b9900751e57333471442360faade8c36c3c3b8fdeb6c2e0b95a3cc1a7e8175

Observation 3334e0e0-4bd4-457b-a3f2-e849d1c0e170 · outbound

This paper cites an unresolved cited work.

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-31T12:10:46.394315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T12:10:46.394315Z digest=sha256:d49d401a0c6a155be6aa352a8a6968aea8b93bdad8a3d2a7044e1cd497c75d46

Pith citing papers

No inbound Pith citation observations are available.