Paper Citation Record · LEDGER

In-Context Defense in Computer Agents: An Empirical Study

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2503.09241.

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

pith.paper-citation-record.v1
2503.09241 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:06:38.138263Z

measured 1 of 1 external citation measurements

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

Source: pith, 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

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

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation eb4c5cf8-4824-4a95-83e2-4923831df33c · inbound

LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents cites this paper.

LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents In-Context Defense in Computer Agents: An Empirical Study

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-19T04:12:02.182512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 685663bc-a762-4cc2-a462-ddb1c8deee68 · inbound

Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels cites this paper.

Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels In-Context Defense in Computer Agents: An Empirical Study

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-04T07:06:38.138263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f0df4d-a8cf-47fc-affd-de250796b175 · inbound

CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents cites this paper.

CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents In-Context Defense in Computer Agents: An Empirical Study

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T10:32:33.291273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5a012ca-6cb2-4118-924d-b5b97a293d73 · inbound

Mind the Gap: Action Rebinding Attacks against Android GUI Agents cites this paper.

Mind the Gap: Action Rebinding Attacks against Android GUI Agents In-Context Defense in Computer Agents: An Empirical Study

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T09:55:00.662424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9703d7ae-390e-4a86-a4b3-be330d95c506 · inbound

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability cites this paper.

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability In-Context Defense in Computer Agents: An Empirical Study

Reference 126

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:35:57.031115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fa526995-6b32-4131-ae7b-f6d92fb12812 · inbound

ActionMap: Robot Policy Learning via Voxel Action Heatmap cites this paper.

ActionMap: Robot Policy Learning via Voxel Action Heatmap In-Context Defense in Computer Agents: An Empirical Study

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:37:14.540242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4c0466ee-3251-48fd-9c94-74ce26b92cab · inbound

Prismata: Confining Cross-Site Prompt Injection in Web Agents cites this paper.

Prismata: Confining Cross-Site Prompt Injection in Web Agents In-Context Defense in Computer Agents: An Empirical Study

Reference 94

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:27:04.106680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.