Paper Citation Record · LEDGER

VLSBench: Unveiling Visual Leakage in Multimodal Safety

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2411.19939.

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

pith.paper-citation-record.v1
2411.19939 v3

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 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T18:23:49.905004Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T01:36:25.423729Z

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 5cc59590-50e3-48f3-ad73-bba894f76022 · inbound

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment cites this paper.

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment VLSBench: Unveiling Visual Leakage in Multimodal Safety

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T18:23:49.905004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5da19695-0eb1-403b-8fea-7a4dab7db076 · inbound

ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs cites this paper.

ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs VLSBench: Unveiling Visual Leakage in Multimodal Safety

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:22.887756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0351b016-f35c-4712-b502-028531d83fef · inbound

Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey cites this paper.

Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey VLSBench: Unveiling Visual Leakage in Multimodal Safety

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:38:52.383072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc8ae2a9-1d6e-483b-8111-1d2f534ea4db · inbound

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models cites this paper.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models VLSBench: Unveiling Visual Leakage in Multimodal Safety

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:35.945251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bad3ab9-b982-4dec-b1b5-0c6a2b0f5136 · inbound

USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models cites this paper.

USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models VLSBench: Unveiling Visual Leakage in Multimodal Safety

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:14.746223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b93abce3-6ac9-49d3-aab2-8051b8011820 · inbound

Constitutional On-Policy Safe Distillation cites this paper.

Constitutional On-Policy Safe Distillation VLSBench: Unveiling Visual Leakage in Multimodal Safety

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:36:25.425684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b957c2fc-4eb6-4b63-9e60-e1234846fbef · inbound

Multimodal Reward Hacking in Reinforcement Learning cites this paper.

Multimodal Reward Hacking in Reinforcement Learning VLSBench: Unveiling Visual Leakage in Multimodal Safety

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T02:39:02.891861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.