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Paper Citation Record · LEDGER

Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2412.05934.

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

pith.paper-citation-record.v1
2412.05934 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:24:15.156337Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:26:23.265870Z

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 a38f63e1-41c0-4de6-aab4-109842e97a38 · 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 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 109

Resolution
unresolved
no resolver link, observed 2026-08-07T19:45:19.500437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:45:19.500437Z digest=sha256:5986bb3aec5180c55ff1eedb9bf0461e97b444eb9b318f374e7a217b639376a7

Observation c09f4343-99a4-42aa-8de5-770cbd3aad6d · inbound

One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems cites this paper.

One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-22T15:21:44.802650Z

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.

source=pdf_text observed=2026-05-22T15:19:08.867224Z digest=sha256:f39e88ee13a615f2bc75c825997cb712dd40c64cdf9626676df621fb8ec6c7b1

Observation e3fd9f9a-7aec-4952-b92a-dbd4d4d3d37a · 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 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:38.346761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:38.346761Z digest=sha256:ad52b1f06142f0d10e227215f6e64a5937ffea3e66b10bd905d6e1a3596ff663

Observation f06a40f1-bc66-43f8-9c4f-23aaf2b920d8 · inbound

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

PRISM: Programmatic Reasoning with Image Sequence Manipulation for LVLM Jailbreaking Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-19T03:37:01.132128Z

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.

source=arxiv_source observed=2026-05-19T03:36:24.013477Z digest=sha256:12cba5823f9724721ec078ab045c8871eeb8811fa9d174441a0be31e648c5852

Observation 95cc8f68-11a4-4063-8a7c-b7fa3b497971 · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 234

Resolution
unresolved
no resolver link, observed 2026-08-05T20:29:06.769579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T20:29:06.769579Z digest=sha256:de65e81cd8a313dffc3fa0f06addc2e73589356cb5319c9de14097f9171d7680

Observation 652c250d-2eba-43ba-9de3-631710da5eb0 · inbound

On Surjectivity of Neural Networks: Can you elicit any behavior from your model? cites this paper.

On Surjectivity of Neural Networks: Can you elicit any behavior from your model? Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-05T16:00:49.480414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:00:49.480414Z digest=sha256:9a7a784acdf37ae7fe4d3d9a88acf23e2aec2dc267112fb9e9facbeffb5e87a9

Observation 298bb1d5-25da-4567-9993-45cbc454b8e3 · 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 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:26:23.268030Z

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.

source=pdf_text observed=2026-06-28T14:17:52.902183Z digest=sha256:fac110209139a088c1f7c706566fce7598656ffe293026002082c4aad54c63b2

Observation dac094ae-79a3-4a53-9236-fdba1e8ec298 · 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 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 149

Resolution
unresolved
no resolver link, observed 2026-08-07T00:14:50.080735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:50.080735Z digest=sha256:0eae9372ce5c29243e5bfe79941656b4ca121607edfc39e0efa228e4a108ecf8

Observation 4a5d8560-29a7-43d6-8bd5-fe8cd28c4032 · inbound

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration cites this paper.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.156337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.156337Z digest=sha256:9b470e352b3b45aa8110c0d61a1cefd94e8bb85e672d4e2992b5403e19b747dc