Paper Citation Record · LEDGER

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification

As of 4 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 1 inbound Pith citation observation for arXiv:2605.28104.

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

pith.paper-citation-record.v1
2605.28104 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T12:19:02.342893Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T08:28:01.150685Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T12:15:01.137692Z

Reference resolution

8 of 8 outbound references displayed

verified exact0
verified fuzzy0
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7633164-31d5-4a37-82ff-050942587b5e · outbound

This paper cites Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast.

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:23:24.329343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 39e935ed-ad5e-4204-9231-5bdb8a596e82 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification Measuring Massive Multitask Language Understanding

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T12:23:24.330830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d471b3e8-e329-4e42-9fc3-904ee90f9061 · outbound

This paper cites NetSafe: Exploring the Topological Safety of Multi-agent Networks.

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification NetSafe: Exploring the Topological Safety of Multi-agent Networks

Reference 3

Resolution: malformed identifier; arxiv_id, observed 2026-06-29T12:23:24.333304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6363f212-4900-4b8d-8e77-49ac33c43210 · outbound

This paper cites an unresolved cited work.

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T12:19:02.342893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31111a4-2f11-47b2-9b12-b98384048a5d · outbound

This paper cites [Question].

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification [Question]

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T12:19:02.342893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0c6eff-9e2e-4a75-a94e-ce94a9eb586b · outbound

This paper cites For each sentence, determine whether it is factually correct and output your confidence score.

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification For each sentence, determine whether it is factually correct and output your confidence score

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T12:19:02.342893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16170840-bb57-4bca-90c6-08825fc8568e · outbound

This paper cites For factually wrong sentences (marked ’No’), perform the following operations: Extract Misleading Claim:A concise summary of the error.

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification For factually wrong sentences (marked ’No’), perform the following operations: Extract Misleading Claim:A concise summary of the error

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T12:19:02.342893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e530a192-87fe-4923-aa56-bab3958c7c5a · outbound

This paper cites an unresolved cited work.

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T12:19:02.342893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d05c4e63-3a8f-4e11-90ac-876d8aa3d575 · inbound

When Latent Agents Lie: KV-Cache Integrity in Multi-Agent LLM Collaboration cites this paper.

When Latent Agents Lie: KV-Cache Integrity in Multi-Agent LLM Collaboration Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-06-30T08:34:27.137835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.