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Paper Citation Record · LEDGER

Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2411.05056.

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

pith.paper-citation-record.v1
2411.05056 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:52:30.692502Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T21:30:39.436946Z

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 5f27e86d-d59c-40ab-b20f-98dbf6980db5 · inbound

Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models cites this paper.

Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T11:52:30.692502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:52:30.692502Z digest=sha256:8ac81a9fe4ad9a41178e157bc9c88a84c350f6e231b8e50f49e58a4092a2a4d3

Observation 87d8930b-e5f0-4047-b43f-a683871c85f6 · 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 Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T00:57:13.711395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:57:13.711395Z digest=sha256:ef9d8943cf7670d588a075a774aa578d96b7c67e43bd0351b120848f557777e9

Observation 8d07523a-48cb-4219-931b-88956d50c796 · inbound

ORCA: An Agentic Reasoning Framework for Hallucination and Adversarial Robustness in Vision-Language Models cites this paper.

ORCA: An Agentic Reasoning Framework for Hallucination and Adversarial Robustness in Vision-Language Models Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-18T15:26:33.842043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-18T15:23:13.318310Z digest=sha256:68ee2d51f4e33f1c5a02166e42cd760e256fac79b74f5388630ffee607553bdf

Observation 6c0ee48d-3553-44fb-833a-0b2a790fd634 · inbound

ORCA: An Agentic Reasoning Framework for Hallucination and Adversarial Robustness in Vision-Language Models cites this paper.

ORCA: An Agentic Reasoning Framework for Hallucination and Adversarial Robustness in Vision-Language Models Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-21T21:30:39.439529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-21T21:28:59.898029Z digest=sha256:1c11bb841b21e447740296bf5e2ecf37696485d5dcb6e8791dd078e6e8082779

Observation 1c8f7661-a908-40ba-a03a-605a05d207c8 · inbound

GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents cites this paper.

GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:32:48.279848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T11:31:16.087579Z digest=sha256:d54def0b73133e23f2305fac7249effa0aa2d6359ca6d31ee87011b9eca0c0c4