Paper Citation Record · LEDGER

Unveiling Privacy Risks in LLM Agent Memory

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2502.13172.

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

pith.paper-citation-record.v1
2502.13172 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:42:15.532647Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:09:58.690916Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

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 48232bc4-ef7b-4339-ade9-d8d05ac39a1d · 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 Unveiling Privacy Risks in LLM Agent Memory

Reference 217

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:52:10.601286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd4df8c2-095b-437a-8f2e-0283d44b70d7 · inbound

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs cites this paper.

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs Unveiling Privacy Risks in LLM Agent Memory

Reference 155

Resolution: verified exact; arxiv_id, observed 2026-05-17T11:05:09.645404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ccc84b4b-c405-43f6-a854-5b58edeb97bc · inbound

LLM Agents Should Employ Security Principles cites this paper.

LLM Agents Should Employ Security Principles Unveiling Privacy Risks in LLM Agent Memory

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:15.532647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f436436a-a890-4535-bc56-111238c22b25 · 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 Unveiling Privacy Risks in LLM Agent Memory

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T21:34:42.378224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 975fea93-1dbe-404a-9d75-44d3247c2895 · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Unveiling Privacy Risks in LLM Agent Memory

Reference 296

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:23:15.443193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 67f2090c-2213-4c4a-8e0d-f8704afb6ff0 · inbound

A Survey on Agent Workflow -- Status and Future cites this paper.

A Survey on Agent Workflow -- Status and Future Unveiling Privacy Risks in LLM Agent Memory

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.971244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77353909-3dca-4125-9be9-a51e2445216d · inbound

Towards Aligning Personalized Conversational Recommendation Agents with Users' Privacy Preferences cites this paper.

Towards Aligning Personalized Conversational Recommendation Agents with Users' Privacy Preferences Unveiling Privacy Risks in LLM Agent Memory

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T22:01:05.437293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e5aa238-e326-4c91-99fe-f3adb85290d6 · inbound

ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying cites this paper.

ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying Unveiling Privacy Risks in LLM Agent Memory

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:45:57.573091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c70a7292-8e18-475b-94eb-2b53e492984d · inbound

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework cites this paper.

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework Unveiling Privacy Risks in LLM Agent Memory

Reference 89

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:51:09.796349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17e4f1ab-10fa-4ee9-a6c9-232e05a900d5 · 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 Unveiling Privacy Risks in LLM Agent Memory

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T10:53:13.426144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 21fa716a-f09e-401b-b51e-dc75be5a646b · inbound

ALDEN: Boosting Private Data Extraction from Retrieval-Augmented Generation Systems via Active Learning and Distribution Estimation cites this paper.

ALDEN: Boosting Private Data Extraction from Retrieval-Augmented Generation Systems via Active Learning and Distribution Estimation Unveiling Privacy Risks in LLM Agent Memory

Reference 100

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T10:04:58.956396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 30f62c69-eac7-4382-919e-1ce2cf67c021 · inbound

MRMMIA: Membership Inference Attacks on Memory in Chat Agents cites this paper.

MRMMIA: Membership Inference Attacks on Memory in Chat Agents Unveiling Privacy Risks in LLM Agent Memory

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:27.024400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d4519b92-9523-4d4c-a080-f6a6a5bea34b · inbound

Local Is Not a Sufficient Privacy Boundary: Governing OS-Integrated On-Device AI cites this paper.

Local Is Not a Sufficient Privacy Boundary: Governing OS-Integrated On-Device AI Unveiling Privacy Risks in LLM Agent Memory

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:35.288100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da32ad5f-63e7-42af-89a3-b84c13b2cd76 · inbound

Governed Shared Memory for Multi-Agent LLM Systems cites this paper.

Governed Shared Memory for Multi-Agent LLM Systems Unveiling Privacy Risks in LLM Agent Memory

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:09:58.692684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d1e0aff5-88e6-46c8-a9c8-88b0d2d3cfff · 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 Unveiling Privacy Risks in LLM Agent Memory

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:09:53.124899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4742da1c-f88c-4a14-b353-4787356bb2bc · inbound

Isolated but Exposed: Persistence-Based Memory Extraction Attack on LLM Agents cites this paper.

Isolated but Exposed: Persistence-Based Memory Extraction Attack on LLM Agents Unveiling Privacy Risks in LLM Agent Memory

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T22:03:09.957580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.