Paper Citation Record · LEDGER

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2411.09523.

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

pith.paper-citation-record.v1
2411.09523 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:40:31.187402Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

8
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation dd1607f2-c1a8-4a5a-a9a6-2dbc95a31206 · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 212

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:52:10.260792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c442e157-87fa-42c9-89f0-75ee3aae89f6 · 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 Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-13T09:02:40.372610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 866261b7-4b77-4e71-adf4-524e0ed46d20 · inbound

SoK: Semantic Privacy in Large Language Models cites this paper.

SoK: Semantic Privacy in Large Language Models Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:40:31.187402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e903261e-c05d-428b-a610-f02e4534c4f9 · inbound

Agent Safety Alignment via Reinforcement Learning cites this paper.

Agent Safety Alignment via Reinforcement Learning Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:29:35.685754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ed874f-470c-43f2-a573-5a733ab8619a · inbound

Evaluation and Benchmarking of LLM Agents: A Survey cites this paper.

Evaluation and Benchmarking of LLM Agents: A Survey Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:21.574030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6be0cc54-93af-4fd7-98d1-08d12bbc2918 · inbound

A comprehensive taxonomy of hallucinations in Large Language Models cites this paper.

A comprehensive taxonomy of hallucinations in Large Language Models Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T05:29:11.806858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f8d475-8597-48e2-8183-c588272d363e · inbound

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents cites this paper.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:37.914313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24c3dd7e-2e19-44c7-85ef-df5740235ca7 · inbound

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

BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T23:41:54.561592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be1efb89-a85a-453e-9f83-1494b8b446b0 · inbound

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey cites this paper.

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-05T15:26:33.654578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fdb7590-f409-4009-9d14-0ecc6b978ae7 · inbound

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems cites this paper.

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-04T17:46:18.158041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62209c8a-3ad2-4eaf-9ca0-94484fcd043b · inbound

Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis cites this paper.

Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:03:12.546849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8017acc-ff98-45cb-88a2-ad8bc29bf0e4 · inbound

LARA: Validation-Driven Agentic Supercomputer Workflows for Atomistic Modeling cites this paper.

LARA: Validation-Driven Agentic Supercomputer Workflows for Atomistic Modeling Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:26:11.606157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ead6e03-07e0-4779-9cc3-e516adf3206f · inbound

On the Privacy of LLMs: An Ablation Study cites this paper.

On the Privacy of LLMs: An Ablation Study Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:25:48.883747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d828a0e-be6c-4e76-88a1-291a2e40510b · inbound

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses cites this paper.

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:23:04.350569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f7472c65-bf2e-4511-8e26-8ceddbe65ecb · inbound

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses cites this paper.

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 98

Resolution: unresolved; no resolver link, observed 2026-07-13T17:08:58.831798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 230af8ef-7abb-4034-b3d9-7559a5fb8981 · 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 Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 15

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T03:45:56.816345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bf06375c-161f-4a20-8579-e26a14fc7f85 · inbound

Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents cites this paper.

Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T10:53:13.280521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf8ae6bc-211f-4c21-a49e-a4c8f8d88394 · inbound

Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment cites this paper.

Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:23:12.039116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e361583-db4b-4110-8795-6bf517c122d8 · inbound

Large Language Models Hack Rewards, and Society cites this paper.

Large Language Models Hack Rewards, and Society Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T01:46:27.010929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c1ec01c-ded8-4d69-91cc-98bdb22417cf · inbound

Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks cites this paper.

Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:56:47.706814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 27ad0ba8-35aa-453f-8697-41c04335d137 · inbound

Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering cites this paper.

Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:37:34.617865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f555d01-77ae-4bc6-89e7-e50b02f2267d · inbound

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

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-27T13:20:56.812163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 14cd34ca-4bc6-41df-bcbd-30a74be60961 · inbound

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents cites this paper.

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:09:53.119150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9313fcce-6c4b-4073-8fa8-533680b83671 · inbound

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions cites this paper.

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:08.469410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.