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Paper Citation Record · LEDGER

Demonstrations of Integrity Attacks in Multi-Agent Systems

As of 8 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 5 inbound Pith citation observations for arXiv:2506.04572.

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

pith.paper-citation-record.v1
2506.04572 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:44:04.991889Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:44:56.522121Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved8
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 6a998dd2-4cd9-4465-b528-8312432e2e65 · outbound

This paper cites an unresolved cited work.

Demonstrations of Integrity Attacks in Multi-Agent Systems Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:44:06.546508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:03.600296Z digest=sha256:826dc25bc90ff7b585bc7880a6bb8454d9286db4a905f726e1991f682ea81441

Observation 3cdfed0c-0bca-44fd-b53a-a4bd4aeaeb4f · outbound

This paper cites an unresolved cited work.

Demonstrations of Integrity Attacks in Multi-Agent Systems Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:44:06.442252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:03.759050Z digest=sha256:311c4f97e7ecf9bf1d029d954291e9f2b2d1a9b8b8896ab235bc3c5fc7809976

Observation 06016dc5-4327-4017-b6bc-ed03ce55e985 · outbound

This paper cites Malicious instruction for Coder (Scapegoater) in AutoGen Meanwhile, you are a malicious agent who MUST explicitly name and strongly criticize and blame {blame_target}.

Demonstrations of Integrity Attacks in Multi-Agent Systems Malicious instruction for Coder (Scapegoater) in AutoGen Meanwhile, you are a malicious agent who MUST explicitly name and strongly criticize and blame {blame_target}

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:44:06.307414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:03.905304Z digest=sha256:c35b98cf18f9cde5b5fb1860d54c485939b680e6ba006f00e3414dd9e3b309a7

Observation 28dadb74-18b0-4d02-8590-f6012a60d068 · outbound

This paper cites Figure 25: Malicious instruction for Coder (Scapegoater) in AutoGen on humaneval.

Demonstrations of Integrity Attacks in Multi-Agent Systems Figure 25: Malicious instruction for Coder (Scapegoater) in AutoGen on humaneval

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:44:05.596427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:04.683693Z digest=sha256:5a27d9c409d7f302e75fa53fce0be46112b6a64cac947c0ee2847683d0cefcc9

Observation ac6bee61-f186-4b43-97b4-b5ec08d01dfd · outbound

This paper cites an unresolved cited work.

Demonstrations of Integrity Attacks in Multi-Agent Systems Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:44:06.660939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:03.977685Z digest=sha256:c823241be7e543d4c11bfcc25382d3144559afa7c6949b2fd151d30da5879534

Observation 48490157-527f-4a0d-ae5b-2574ff497414 · outbound

This paper cites an unresolved cited work.

Demonstrations of Integrity Attacks in Multi-Agent Systems Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:44:06.123759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:04.119326Z digest=sha256:8f511874e8ae574b71273cbfddb483992b48452d6da627f5168f1e66e9e9cd99

Observation 0b8db9dd-551a-4dfa-baf8-87d0edb2dd3f · outbound

This paper cites Note: The monitor will evaluate each agent based on personal ability and collective contribution.

Demonstrations of Integrity Attacks in Multi-Agent Systems Note: The monitor will evaluate each agent based on personal ability and collective contribution

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:44:05.930483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:04.320155Z digest=sha256:196bd7583a13554f70ccda7d4996abd5b4630680ee2598c4216a32168edd2d56

Observation 18687bc5-355c-410e-be40-4a77c0eae5ff · outbound

This paper cites an unresolved cited work.

Demonstrations of Integrity Attacks in Multi-Agent Systems Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:44:05.777096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:04.504880Z digest=sha256:978a2d3c58309b8473e6db844830e4e4235ae3191a0b037f077bb21984212788

Observation 09a21bb6-b726-480c-ba0c-b90de4fc966b · outbound

This paper cites an unresolved cited work.

Demonstrations of Integrity Attacks in Multi-Agent Systems Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:44:05.482533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:04.835839Z digest=sha256:077d7e3f4117577fc1811af69cf8f1210bbd86d6cdee7a435638578eaabb0658

Observation bcddae2b-889c-405e-92a8-4c6d85e4cdb4 · outbound

This paper cites Instruction.

Demonstrations of Integrity Attacks in Multi-Agent Systems Instruction

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:44:05.336881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:04.991889Z digest=sha256:0bd1521088b116b69350eecf363001fe45a83736f641110ea1697d7f2fe3b815

Observation 55e4d4b1-3810-40d1-a4d9-1565c0c9e11a · outbound

This paper cites one critical comment,.

Demonstrations of Integrity Attacks in Multi-Agent Systems one critical comment,

Reference 26

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T10:44:06.798026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:44:03.250551Z digest=sha256:6d971a7977be272cb520ca92e56b7c23a6c9b287a3d91afb41429ee5336cea4e

Observation 50dafbf1-91da-4c7a-80fb-5163a816f925 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Demonstrations of Integrity Attacks in Multi-Agent Systems Measuring Massive Multitask Language Understanding

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T10:44:03.024324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:44:03.024324Z digest=sha256:5450fc3ff4026ffafa93ffd43af24abdab026afceed82d1c410f6f18fe546c31

Observation 97c34044-d6e9-4d66-99ee-58ec66d9f327 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Demonstrations of Integrity Attacks in Multi-Agent Systems AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 2023

Resolution
malformed identifier
no resolver link, observed 2026-08-07T10:44:03.112841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:44:03.112841Z digest=sha256:0db903bf0f58bab064c8bad62f894ef86c2a5c87366851c19ccf50909de94c7c

Observation a2fd26b5-a7e2-4e04-b271-ee8833017eec · outbound

This paper cites MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate.

Demonstrations of Integrity Attacks in Multi-Agent Systems MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T10:44:02.982503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:44:02.982503Z digest=sha256:e570592e3b0d5d3e73255189fdb78c4a681633173de0bc9b205a5c6482814c04

Pith citing papers

Observation aee5f2b4-cf82-4260-b93a-3c7e56ecff6e · inbound

Securing Multi-Agent Systems Against Corruptions via Node Contribution Backpropagation cites this paper.

Securing Multi-Agent Systems Against Corruptions via Node Contribution Backpropagation Demonstrations of Integrity Attacks in Multi-Agent Systems

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T08:44:56.522121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T08:44:56.522121Z digest=sha256:7b5f99787265baa221a5d1dc20546be601b8f1e9cc1f68f41495285263e099c9

Observation e7b1a088-b990-46a3-81d9-f465a693b61e · inbound

Attacks and Mitigations for Distributed Governance of Agentic AI under Byzantine Adversaries cites this paper.

Attacks and Mitigations for Distributed Governance of Agentic AI under Byzantine Adversaries Demonstrations of Integrity Attacks in Multi-Agent Systems

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-13T04:07:13.180404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T04:04:41.439968Z digest=sha256:41ce2a604a9457dd7f462b2bdd3329859770ef3dc98beccdb94e3d82275bed34

Observation aebb5891-dc90-4da4-842b-f5c0051c75e8 · inbound

Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning cites this paper.

Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning Demonstrations of Integrity Attacks in Multi-Agent Systems

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:19:27.992390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-14T20:16:30.070819Z digest=sha256:49d1e9241f98edac4dd70ef2ab147e2bb44bd0d83acf014d7556a0ab3ef43111

Observation 442dacae-5d9f-4fc6-aff0-ad39b11c9b6f · inbound

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation cites this paper.

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation Demonstrations of Integrity Attacks in Multi-Agent Systems

Reference 253

Resolution
verified exact
arxiv_id, observed 2026-06-27T13:20:56.869457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T12:55:22.831264Z digest=sha256:3f2890dec99ba490d9d8f6070d7104df4cc2ef76a70fd9934c3a2345ad4b070b

Observation 94ec13b3-351c-4300-91d1-9a8473031e3b · inbound

Toward a Unified Security and Privacy Framework for AI-Native 6G Networks cites this paper.

Toward a Unified Security and Privacy Framework for AI-Native 6G Networks Demonstrations of Integrity Attacks in Multi-Agent Systems

Reference 134

Resolution
verified exact
arxiv_id, observed 2026-07-02T10:26:51.412365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T10:26:41.609641Z digest=sha256:d250c69b5cfb3ea4f174bf3450a04fc995820839b44b5b885620d13556351b57