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Paper Citation Record · LEDGER

Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.06989.

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

pith.paper-citation-record.v1
2503.06989 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T07:03:36.414202Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:04:20.796245Z

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 3a88295e-ff10-474f-a5fa-43c7043186ef · 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 Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:35:59.046412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T18:03:36.805784Z digest=sha256:12f507a1e11d487aa1c3fd608361d7ca8dd435ad064e715c7cb0d402fe915e0a

Observation a8ac6898-9b60-4ea8-b1be-d6300fa42d62 · inbound

DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs cites this paper.

DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:23:12.298703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-20T10:19:11.536555Z digest=sha256:d230ae8e8b7abea2d56142baf87bdbeac0eae1f80120d0f0a69d2c765527bdf7

Observation 3848ac64-9725-49dc-a346-a5199d57a74f · inbound

SCARCE: Scalable Cascade Analysis for Rare-event Characterisation via Embeddings cites this paper.

SCARCE: Scalable Cascade Analysis for Rare-event Characterisation via Embeddings Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:04:20.797960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T07:03:36.414202Z digest=sha256:4fa45a620eb4945543071087a51137d88bf08bc101de99ba53c4b3ab08a3f676