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Paper Citation Record · LEDGER

Understanding and Rectifying Safety Perception Distortion in VLMs

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.13095.

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

pith.paper-citation-record.v1
2502.13095 v1

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 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:24:49.755989Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T10:58:13.570537Z

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 5fbaf813-d142-41e0-8e51-156b1b7b5221 · inbound

Activation Steering Meets Preference Optimization: Defense Against Jailbreaks in Vision Language Models cites this paper.

Activation Steering Meets Preference Optimization: Defense Against Jailbreaks in Vision Language Models Understanding and Rectifying Safety Perception Distortion in VLMs

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T13:44:56.708066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:44:56.708066Z digest=sha256:6d7e387e05958ddde3b96ddd2f0c51f4c338a774832e2e9a875106d87bb1d864

Observation edc2f9bf-5c79-4457-91a1-7e0fe44c05f4 · inbound

Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction cites this paper.

Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction Understanding and Rectifying Safety Perception Distortion in VLMs

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:58:13.572503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-20T10:57:40.997128Z digest=sha256:61e86fc27b517eeb4ce850aa69f70519f93a893edffaca3529ff9f2613d1d26e

Observation 0d7bae29-0166-43e4-84d7-a3053f47ca88 · inbound

SafeCap: Improving LVLM Safety with Image Captioning Reinforcement Learning cites this paper.

SafeCap: Improving LVLM Safety with Image Captioning Reinforcement Learning Understanding and Rectifying Safety Perception Distortion in VLMs

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-15T14:24:49.755989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:24:49.755989Z digest=sha256:70ffa0f71967fb482fe0414dcf4b878c7b2c560c86d61c5e8114d4485a180e5c