Paper Citation Record · LEDGER

Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2501.04931.

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

pith.paper-citation-record.v1
2501.04931 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 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 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:38:17.263253Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:26:23.246616Z

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 41103c7b-89af-4865-9aa5-3ae0ef32b93e · inbound

When Data Manipulation Meets Attack Goals: An In-depth Survey of Attacks for VLMs cites this paper.

When Data Manipulation Meets Attack Goals: An In-depth Survey of Attacks for VLMs Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T15:38:17.263253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b383662e-7a57-4f4b-b85f-1eea35baa13c · 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 Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:39.101500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f28e1f-f415-4b5d-a708-3eea649bc713 · inbound

AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders cites this paper.

AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:29.600994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5719697c-4c9d-4267-b964-5a02d0222927 · inbound

VLMs Can Aggregate Scattered Training Patches cites this paper.

VLMs Can Aggregate Scattered Training Patches Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:05.826344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a5cbd56-88a6-4c88-8df7-b6e574ac8c03 · inbound

Trojan Horse Prompting: Jailbreaking Conversational Multimodal Models by Forging Assistant Message cites this paper.

Trojan Horse Prompting: Jailbreaking Conversational Multimodal Models by Forging Assistant Message Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T19:46:26.999796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f73e18f-c5af-4351-a928-44e72a504032 · inbound

PRISM: Programmatic Reasoning with Image Sequence Manipulation for LVLM Jailbreaking cites this paper.

PRISM: Programmatic Reasoning with Image Sequence Manipulation for LVLM Jailbreaking Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-19T03:37:01.089221Z

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 58e7eb06-5295-4bff-a282-3edde6c5ad4a · inbound

Self-Aware Safety Augmentation: Leveraging Internal Semantic Understanding to Enhance Safety in Vision-Language Models cites this paper.

Self-Aware Safety Augmentation: Leveraging Internal Semantic Understanding to Enhance Safety in Vision-Language Models Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T12:40:05.556736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c23bc6e-e5c3-4340-84d3-e278afc94abd · inbound

GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models cites this paper.

GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:08:08.264872Z

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 717a738e-62cd-4048-84de-3bafe972a081 · inbound

Mosaic: Multimodal Jailbreak against Closed-Source VLMs via Multi-View Ensemble Optimization cites this paper.

Mosaic: Multimodal Jailbreak against Closed-Source VLMs via Multi-View Ensemble Optimization Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:35:59.075594Z

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 6f24b706-1635-4144-9fbb-0c82494ae019 · inbound

The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems cites this paper.

The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:16:04.121985Z

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 51eb901c-3b03-4182-9410-848727bd9106 · inbound

Benign Inputs, Harmful Outputs: Cross-Modal Jailbreaking via Distributed Semantic Recomposition cites this paper.

Benign Inputs, Harmful Outputs: Cross-Modal Jailbreaking via Distributed Semantic Recomposition Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:26:23.248947Z

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 fe8af537-5d5f-4ab2-841e-088300f132cc · inbound

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination cites this paper.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 160

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:51.130585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.