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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-22T15:19:08.867224Z digest=sha256:9c2ba38a7ad8a1c1680943a78551d4cb5178173f45b9b8fa011019926da6ce04

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:a8e74538d9cfe308677a36908316a24068f8685e652d0828b01ebeef0dbc2b9b

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-19T03:36:24.013477Z digest=sha256:e4d3cd78cc4850f52bd4400382ff5e0f49da2cb50a9a718956d0709d4d9ef22d

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=sha256:03cab815a7ecbab6f670c7b4547460c6e379ed84d07e9f340babd4efb6da3091

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T14:17:52.902183Z digest=sha256:5bcf27edc05bfd58dbd268ccfc2df7615ca613dd0da06c6311e1f6afbf4947ad

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=sha256:92222bdbe8b28245ad2e5299310e0e91a4272130499cecf501a4a7e56a2e9d34

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=sha256:2f8d9622d08fc9a9952d4a703934584a93e4f7de438029625942290a26166b4c