Paper Citation Record · LEDGER

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 8 inbound Pith citation observations for arXiv:2502.10486.

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

pith.paper-citation-record.v1
2502.10486 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:46:40.759340Z

measured 20 of 20 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:09:26.458749Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:45:49.538386Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy1
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 926f1bcf-7a16-416f-80ab-70c016af3864 · outbound

This paper cites an unresolved cited work.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:46:41.001338Z

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 c26d4dcb-c1a4-43df-a860-0fe687fcd6f6 · outbound

This paper cites Visual Adversarial Examples Jailbreak Aligned Large Language Models.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Visual Adversarial Examples Jailbreak Aligned Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T19:46:40.707864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e52403f8-905b-4368-a66f-6e89f27513d1 · outbound

This paper cites an unresolved cited work.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:46:40.966053Z

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 a360c25b-a8bc-43d5-8227-53a037f332ea · outbound

This paper cites How to capture precious moments with a camera on a family trip?.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap How to capture precious moments with a camera on a family trip?

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:46:40.946731Z

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 6ec61733-5d15-4474-b4a3-be5f0cf28a5d · outbound

This paper cites an unresolved cited work.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:46:40.983905Z

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 319368f6-607e-459e-a734-e6e9d6208aa0 · outbound

This paper cites an unresolved cited work.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:46:40.928344Z

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 1a9d4704-bc76-485b-914f-232b08364f11 · outbound

This paper cites an unresolved cited work.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:46:40.912798Z

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 d75aaf4c-3d77-402a-88dd-36a6495a9a99 · outbound

This paper cites an unresolved cited work.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:46:40.897764Z

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 3334c4d4-b039-497f-aa93-c4233c2ebd1e · outbound

This paper cites an unresolved cited work.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:46:40.882196Z

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 7e927311-ba7b-465e-8549-315f0bf10f4e · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T19:46:40.695379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e011b566-0d7c-43dd-bbdf-ed6e6ad276b1 · outbound

This paper cites Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T19:46:40.713387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1291f85-f7d6-4eba-b332-8b02014b865f · outbound

This paper cites VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models.

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T19:46:40.702031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a5986539-bdd8-4af7-9681-9f65f5f9f6e9 · inbound

Eyes on the Road, Mind Beyond Vision: Context-Aware Multi-modal Enhanced Risk Anticipation cites this paper.

Eyes on the Road, Mind Beyond Vision: Context-Aware Multi-modal Enhanced Risk Anticipation VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:09:26.458749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a925e6e-f1e5-4cdf-8bf4-b2106967d551 · inbound

A Survey on Training-free Alignment of Large Language Models cites this paper.

A Survey on Training-free Alignment of Large Language Models VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:44.258740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7dbf05-6810-44ba-9fda-eb3d596188ec · inbound

SALLIE: Safeguarding Against Latent Language & Image Exploits cites this paper.

SALLIE: Safeguarding Against Latent Language & Image Exploits VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T23:30:51.216849Z

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 10b826a8-6271-408b-9c33-79d68de62f2f · inbound

Reading Between the Pixels: Linking Text-Image Embedding Alignment to Typographic Attack Success on Vision-Language Models cites this paper.

Reading Between the Pixels: Linking Text-Image Embedding Alignment to Typographic Attack Success on Vision-Language Models VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:30:56.681020Z

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 6eb6cd30-d11d-4dd1-9800-4a7bc1a30aa1 · inbound

WARD: Adversarially Robust Defense of Web Agents Against Prompt Injections cites this paper.

WARD: Adversarially Robust Defense of Web Agents Against Prompt Injections VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:45:49.540031Z

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 8e1e73c5-fb63-4da0-aaaa-9e41214249d9 · inbound

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

Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:58:13.613996Z

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 c89cbb58-65f9-46d4-a841-f7f94bb71fb4 · inbound

V-DEAL: Diagnosing Video Safety De-Calibration as an Understanding-Refusal Coupling Failure cites this paper.

V-DEAL: Diagnosing Video Safety De-Calibration as an Understanding-Refusal Coupling Failure VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T08:23:29.831115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1614d059-5638-498a-8278-cf6fbd934fa6 · inbound

The Boy Who Cried Wolf: Adversarial Misclassification of Safe Inputs as Unsafe in Multimodal Guardrails cites this paper.

The Boy Who Cried Wolf: Adversarial Misclassification of Safe Inputs as Unsafe in Multimodal Guardrails VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T00:20:22.298804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.