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Paper Citation Record · LEDGER

Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2403.09572.

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

pith.paper-citation-record.v1
2403.09572 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:47:51.264678Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:27:30.973754Z

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 1b18a055-dc06-4030-bc22-a9b9747bf208 · inbound

ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving cites this paper.

ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T20:47:51.264678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:47:51.264678Z digest=sha256:37ff30f5f413b169e0e45090edd908e8ddb5bf0c8e3f6be0f1d85533a1161812

Observation 63ef78a9-faad-41e7-b098-48561192df80 · inbound

VisInject: Disruption != Injection -- A Dual-Dimension Evaluation of Universal Adversarial Attacks on Vision-Language Models cites this paper.

VisInject: Disruption != Injection -- A Dual-Dimension Evaluation of Universal Adversarial Attacks on Vision-Language Models Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:56:08.027696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-09T14:24:48.999632Z digest=sha256:e82679d012aa5fd0429751cf21431d4c73a18ba1df60badf6370d6d11864fb3d

Observation 279ec03b-0a0f-4d8e-acbd-334326207cbd · inbound

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges cites this paper.

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation

Reference 87

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T01:27:30.975148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-27T16:33:28.848573Z digest=sha256:11dc524e578840eddc36ce2442b535ceddb8ade8d66bfa8d513173c98b1a8440