Paper Citation Record · LEDGER

Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2406.15279.

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

pith.paper-citation-record.v1
2406.15279 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 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 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:29:59.265087Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T01:36:25.412835Z

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 8b07a41e-f589-4850-94ef-e730e811077a · inbound

Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models cites this paper.

Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T18:32:12.116128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e34e23-58f2-46f8-9fd3-d812f6fc3a2c · inbound

VLSBench: Unveiling Visual Leakage in Multimodal Safety cites this paper.

VLSBench: Unveiling Visual Leakage in Multimodal Safety Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T05:56:46.546901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db440eb6-53fa-4b5e-90bf-dfbb5a0e6ade · inbound

Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models cites this paper.

Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T20:17:02.816417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d7a020-cc9e-45c7-8218-438ade4fa302 · inbound

A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations cites this paper.

A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 168

Resolution: unresolved; no resolver link, observed 2026-08-07T19:45:20.094457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 843de802-8fef-408b-a208-006bb50228d5 · inbound

DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models cites this paper.

DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-16T10:29:59.265087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9203d1f4-63b2-4295-bffb-2000749da03c · 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 Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:25.330017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed14b304-646f-45a4-b3ae-915789c18f81 · inbound

MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models cites this paper.

MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:33.559562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9418b88-1f0e-4957-9ca1-fd398b28f113 · inbound

Seeing the Threat: Vulnerabilities in Vision-Language Models to Adversarial Attack cites this paper.

Seeing the Threat: Vulnerabilities in Vision-Language Models to Adversarial Attack Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:22:02.762002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b7abbd-7c89-4d68-ab8c-0b90f78b3d6c · inbound

Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations cites this paper.

Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:57:16.520469Z

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 0e60edac-3f2c-4201-8a5d-126e1d465497 · inbound

Bridging the Gap in Vision Language Models in Identifying Unsafe Concepts Across Modalities cites this paper.

Bridging the Gap in Vision Language Models in Identifying Unsafe Concepts Across Modalities Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T17:21:35.344438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c296d3-290b-4809-9422-5c9e6715ac8a · inbound

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45$^{\circ}$ Law cites this paper.

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45$^{\circ}$ Law Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:19.480378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9fd0bf0-6605-4fbb-9531-0c3568e82fe6 · inbound

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents cites this paper.

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T16:55:12.511058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7b93f3-f454-47d7-81e0-6756f6f84de9 · inbound

Constitutional On-Policy Safe Distillation cites this paper.

Constitutional On-Policy Safe Distillation Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:36:25.415091Z

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.