Paper Citation Record · LEDGER

AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2403.09513.

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

pith.paper-citation-record.v1
2403.09513 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:29:59.269688Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:27:30.986737Z

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 adcd44df-1b37-43a0-a11f-a22db48f68c6 · inbound

The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense cites this paper.

The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-12T21:45:34.881362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36be9413-1bb9-4eb5-88ee-aa7ba7c7859e · inbound

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey cites this paper.

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 110

Resolution: unresolved; no resolver link, observed 2026-08-12T20:53:15.083874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 128ab646-8c82-4197-9077-e06c7ad864e4 · inbound

Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks cites this paper.

Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T14:24:32.649184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5bad0b5-63bf-4e02-a284-17178a32879b · inbound

Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment cites this paper.

Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T11:03:01.242041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d42c0744-2cd9-43fc-bd22-079b58f5946e · inbound

Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink cites this paper.

Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-10T14:29:28.274493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46954c41-bb54-4276-8149-a6397ffbdc6c · inbound

Topological Signatures of Adversaries in Multimodal Alignments cites this paper.

Topological Signatures of Adversaries in Multimodal Alignments AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T04:32:58.010705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb549679-a2df-41f3-ba76-183bff6136c9 · 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 AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T15:38:17.348048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ac4b27-eb7a-4a20-b6a8-0ff6424400b6 · 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 AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T19:45:18.525646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09b4c3f0-9275-4e1e-be3e-070b3dbb123a · inbound

DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models cites this paper.

DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T10:29:59.269688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c17b61d-0b4d-4798-9adc-1d39b89c96a8 · inbound

Seeing the Threat: Vulnerabilities in Vision-Language Models to Adversarial Attack cites this paper.

Seeing the Threat: Vulnerabilities in Vision-Language Models to Adversarial Attack AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:22:02.837913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94a69ac0-6493-44e9-9945-eece68ad9f8d · inbound

From Hallucinations to Jailbreaks: Rethinking the Vulnerability of Large Foundation Models cites this paper.

From Hallucinations to Jailbreaks: Rethinking the Vulnerability of Large Foundation Models AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:34:36.872796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7256f71-0e64-4aa5-a38c-bba67624aa07 · inbound

A Survey on Training-free Alignment of Large Language Models cites this paper.

A Survey on Training-free Alignment of Large Language Models AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:48.317715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 789408f7-9c83-442e-b63f-867223341148 · inbound

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses cites this paper.

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 193

Resolution: unresolved; no resolver link, observed 2026-08-04T09:25:57.375927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7bc9889-2fc8-4ee6-a1d5-af722f18537d · inbound

Structured Visual Narratives Undermine Safety Alignment in Multimodal Large Language Models cites this paper.

Structured Visual Narratives Undermine Safety Alignment in Multimodal Large Language Models AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:28:27.041514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9c1b1f92-165b-409e-b83d-0e597814e181 · inbound

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges cites this paper.

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 107

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:27:30.988130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.