Paper Citation Record · LEDGER

A Survey on Trustworthy LLM Agents: Threats and Countermeasures

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2503.09648.

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

pith.paper-citation-record.v1
2503.09648 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

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 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:34:34.875662Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:59:47.023597Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 46aed0d5-3bfc-4b27-b289-e82b766fb2a5 · inbound

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions cites this paper.

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-13T09:02:40.437126Z

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.

Observation 99399e5a-8d8a-4360-b365-5a305028f11f · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:42:10.404287Z

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.

Observation 5e6df8ab-21e5-48cc-86d8-1983191ddba4 · inbound

Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services cites this paper.

Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:34.875662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7a3ac4-85eb-4c0d-9a8e-37721d4c5e1d · inbound

Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025 cites this paper.

Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025 A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:13.791531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658a354a-f690-49f2-985f-f7672cd019dc · inbound

We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems cites this paper.

We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:36.728262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 428af265-4750-4626-988a-3b99fc665b03 · inbound

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents cites this paper.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T21:34:40.994120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0ef321c-e090-4cdd-9fc2-cb1b5c5587c2 · inbound

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents cites this paper.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.260987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1181854e-f2d2-4308-984f-1c5175f6bb2b · inbound

Byzantine-Robust Decentralized Coordination of LLM Agents cites this paper.

Byzantine-Robust Decentralized Coordination of LLM Agents A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:03.702934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a314ca5-f48b-47bb-9597-34066b66cbe5 · inbound

BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks cites this paper.

BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T23:41:54.509441Z

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.

Observation cc58e847-86fc-49f0-aefd-6cc300d18e27 · inbound

AgentSentinel: An End-to-End and Real-Time Security Defense Framework for Computer-Use Agents cites this paper.

AgentSentinel: An End-to-End and Real-Time Security Defense Framework for Computer-Use Agents A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T21:44:12.450314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8604394-f2cb-40cb-a152-a9db88e1e00d · inbound

Check Yourself Before You Wreck Yourself: Selectively Quitting Improves LLM Agent Safety cites this paper.

Check Yourself Before You Wreck Yourself: Selectively Quitting Improves LLM Agent Safety A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T09:15:21.984810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f14e9aa5-d5b5-49f2-9b6b-157e8699a4ad · inbound

AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems cites this paper.

AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T18:10:39.889556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7deb036c-222c-4903-ad23-769c0605740f · inbound

Unsafe by Flow: Uncovering Bidirectional Data-Flow Risks in MCP Ecosystem cites this paper.

Unsafe by Flow: Uncovering Bidirectional Data-Flow Risks in MCP Ecosystem A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:45:56.798989Z

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.

Observation f2c72c3b-a4fe-4671-9b97-bb2c0a22b3f1 · inbound

CHAL: Council of Hierarchical Agentic Language cites this paper.

CHAL: Council of Hierarchical Agentic Language A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 178

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:59:25.884238Z

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.

Observation 6afe3eec-e3fa-4324-b7c2-178e295152dc · inbound

Taxonomy and Consistency Analysis of Safety Benchmarks for AI Agents cites this paper.

Taxonomy and Consistency Analysis of Safety Benchmarks for AI Agents A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-21T01:43:56.947706Z

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.

Observation a394ce62-4680-4d9a-ac54-d2a3096a068a · inbound

Capability Advertisement as a Market for Lemons: A Trust Layer for Heterogeneous Agent Networks cites this paper.

Capability Advertisement as a Market for Lemons: A Trust Layer for Heterogeneous Agent Networks A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:16:40.154180Z

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.

Observation 08f9880c-eb19-471f-90ae-8b61c83986f8 · inbound

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies cites this paper.

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:59:47.025487Z

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.

Observation 27576688-1209-43fe-ae6c-e13dab81a5e1 · inbound

Toward User-Conditioned Evaluation of Personal LLM Agents under Temporal Interventions cites this paper.

Toward User-Conditioned Evaluation of Personal LLM Agents under Temporal Interventions A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T15:03:42.876316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed4c2d9f-cf68-4431-816e-f8271dc0c47a · inbound

Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks cites this paper.

Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T01:16:11.444009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.