Paper Citation Record · LEDGER

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails

As of 11 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2607.05910.

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

pith.paper-citation-record.v1
2607.05910 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T01:49:22.500114Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact3
verified fuzzy26
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02ad5361-7767-4877-a80f-8c9d6b2ece45 · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.181694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a2f15d39-568b-42d7-bd0b-0eb2470a28a9 · outbound

This paper cites MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-11T01:57:49.524998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7b567efc-c968-45a0-9152-430f29495add · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.219121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a32332dc-cef0-43c4-be3c-192c90a1f4ca · outbound

This paper cites 2026 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2026 , eprint =

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.084908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2150fa7f-bd93-40a7-a690-6a59b3f9af20 · outbound

This paper cites 2023 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2023 , eprint =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.295063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5a42f4b2-dc0d-4911-b0a3-79ce804398fb · outbound

This paper cites LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-07-11T01:57:49.487302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a4baac2f-48fe-49f4-b146-918d64b3ade8 · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.319227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5071e8c1-0187-4e31-b8bb-94fcfe4abf10 · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.218611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f3ae70c0-ed79-40f0-855b-0c4fa315777e · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.273609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation be4711d1-9126-4c22-8a4e-94d0c2540188 · outbound

This paper cites VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-11T01:57:49.597918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26d6d5ad-7d4a-42e5-ae92-396b05828375 · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.138469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e7624026-c24d-4d14-956e-793bc43c936b · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.112614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 21b96f82-7f7f-4203-9e6a-8ae7f8ed16b4 · outbound

This paper cites 2023 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2023 , eprint =

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.164823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2f9f02b0-9e80-403b-89a3-662a909388a7 · outbound

This paper cites VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-11T01:57:49.550135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ae6326d5-d82c-4a44-bcb7-2c5362bbf733 · outbound

This paper cites doi:10.48550/arXiv.2504.12661 , url =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails doi:10.48550/arXiv.2504.12661 , url =

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-11T01:57:49.627415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4c8d697b-60cc-4c91-8c93-f7b31036c7d3 · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.058745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0787d128-0000-489a-bb40-fcc740ab2268 · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.031556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 44bc7d11-8f1c-44d7-8563-3de60dcbe311 · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.085888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8858b180-f9ce-4490-92c9-0f7e10209fe0 · outbound

This paper cites doi:10.48550/arXiv.2509.25896 , url =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails doi:10.48550/arXiv.2509.25896 , url =

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-11T01:57:49.588615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f1e578ee-6aea-4fd7-adab-8e9eaa922bea · outbound

This paper cites 2026 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2026 , eprint =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.189663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8255d77a-e7af-452d-9682-85ecca704bf2 · outbound

This paper cites 2026 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2026 , eprint =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.245112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1273695d-3357-4ac9-961f-b42206f3bd60 · outbound

This paper cites 2023 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2023 , eprint =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.343485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14fe4aba-0aa5-411a-92a5-a07d2f47d3de · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.369528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 291f3c95-02ef-41a6-8783-79e7e064d2aa · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.395604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95e1acbd-f023-45b7-ab5e-b6bcfea51a46 · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.002171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 76a5e1ee-a998-4b90-b369-76b6ecd31543 · outbound

This paper cites 2024 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2024 , eprint =

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:53.931401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e45fe159-834d-4343-86b8-fd505bfc4b4e · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:53.932291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6af0ef97-75d6-4e83-ab65-31adae5136e5 · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:54.245699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 16139951-98ac-4f53-b360-57c9740d6ce6 · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:53.870929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 916e5057-f955-4188-b235-6adcb64e11d9 · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:53.805608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e8ff6aec-0aa2-4c92-8366-b8102895c33b · outbound

This paper cites 2025 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2025 , eprint =

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:53.774679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f38b4e2a-633b-46b8-9edc-a699b362241c · outbound

This paper cites 2026 , eprint =.

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails 2026 , eprint =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-11T02:07:53.836777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.