Paper Citation Record · LEDGER

Dissecting Adversarial Robustness of Multimodal LM Agents

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2406.12814.

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

pith.paper-citation-record.v1
2406.12814 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 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 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:06:58.339855Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:10:08.744897Z

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 b8dbeb6e-cbc1-4864-97ce-2a9f5602ec25 · inbound

Adversarial Hubness in Multi-Modal Retrieval cites this paper.

Adversarial Hubness in Multi-Modal Retrieval Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-23T06:42:39.719311Z

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 6a90feb9-8f8c-46df-9d07-11fed6300970 · inbound

MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents cites this paper.

MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T20:06:58.339855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 689c8c67-45ec-4237-af03-327fe82e8ec4 · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 179

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:52:10.630199Z

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 d82ac1d1-7e89-4d3d-98e7-8fdd42d13fa1 · inbound

BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization cites this paper.

BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:00.833689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa21ad3d-c8e7-40f9-ab5c-b12894695053 · inbound

RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents cites this paper.

RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:06:27.049458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b16650-4cd2-4544-817b-1fc5a857bd5b · inbound

Adversarial Attacks on Robotic Vision Language Action Models cites this paper.

Adversarial Attacks on Robotic Vision Language Action Models Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T11:11:40.509846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae5ad172-0a59-4604-b2fd-f62ea0cd1d83 · inbound

SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems cites this paper.

SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:34.161342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6ba60c-0766-45ab-b2ca-771efd58fc12 · inbound

Context manipulation attacks : Web agents are susceptible to corrupted memory cites this paper.

Context manipulation attacks : Web agents are susceptible to corrupted memory Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:58.834733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 737e810b-8e18-4e26-9623-dae33871944a · inbound

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents cites this paper.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 159

Resolution: unresolved; no resolver link, observed 2026-08-06T21:34:45.215087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 566efa2c-d778-4f1f-acee-fc8d8a02d244 · inbound

Mobile GUI Agents under Real-world Threats: Are We There Yet? cites this paper.

Mobile GUI Agents under Real-world Threats: Are We There Yet? Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:02:07.950558Z

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 f1e9cc5d-c2d2-4566-b773-b5481b9c4de5 · inbound

Agentic Web: Weaving the Next Web with AI Agents cites this paper.

Agentic Web: Weaving the Next Web with AI Agents Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 231

Resolution: unresolved; no resolver link, observed 2026-08-06T13:05:40.408089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b75b21fd-8389-42fd-906e-28d015261e01 · inbound

Invisible Injections: Exploiting Vision-Language Models Through Steganographic Prompt Embedding cites this paper.

Invisible Injections: Exploiting Vision-Language Models Through Steganographic Prompt Embedding Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:54:42.996988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28cbc1a3-928e-47b7-bc07-04b11f62ca86 · inbound

Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges cites this paper.

Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:42:22.166261Z

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 848eac8b-7613-413b-bd90-4e51f175d1f7 · inbound

Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels cites this paper.

Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T07:06:38.127507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6243da35-4ead-415e-9858-79ac81b9738d · inbound

Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning cites this paper.

Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 9

Resolution: malformed identifier; arxiv_id, observed 2026-05-10T06:31:30.390640Z

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 705ddb26-b19e-468f-aa06-f8e4d79071df · inbound

How Adversarial Environments Mislead Agentic AI? cites this paper.

How Adversarial Environments Mislead Agentic AI? Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:11:07.686453Z

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 f212e6c5-eeec-4b5c-a2ad-89f372a980b7 · inbound

Auto-ART: Structured Literature Synthesis and Automated Adversarial Robustness Testing cites this paper.

Auto-ART: Structured Literature Synthesis and Automated Adversarial Robustness Testing Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:39:48.122964Z

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 dddd5a0c-14f5-4248-9b48-4efb575da680 · inbound

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework cites this paper.

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:51:09.667835Z

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 37cd3745-84d6-4195-b60d-ed3087cf57bf · inbound

SnapGuard: Lightweight Prompt Injection Detection for Screenshot-Based Web Agents cites this paper.

SnapGuard: Lightweight Prompt Injection Detection for Screenshot-Based Web Agents Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:06:17.749986Z

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 340e67cf-c3a1-4204-b6e6-b70c2c43562b · inbound

Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning cites this paper.

Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:19:27.985337Z

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 7dd0d4d6-204e-4545-94d4-73d5469467b5 · inbound

WARD: Adversarially Robust Defense of Web Agents Against Prompt Injections cites this paper.

WARD: Adversarially Robust Defense of Web Agents Against Prompt Injections Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:45:49.493714Z

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 272ef0ff-a8bd-4a69-ba00-7ffa2993054e · inbound

ROGUE: Misaligned Agent Behavior Arising from Ordinary Computer Use cites this paper.

ROGUE: Misaligned Agent Behavior Arising from Ordinary Computer Use Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:16:00.205129Z

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 dad46d25-dd2b-4e11-9060-3a1f88fdcfe2 · inbound

Same Payload, Different Channel: Measuring Trust Asymmetry in Tool-Using Language Models cites this paper.

Same Payload, Different Channel: Measuring Trust Asymmetry in Tool-Using Language Models Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:22:34.397716Z

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 0d03980d-0c1c-47f1-88c1-1f7bcfc76418 · inbound

HLL: Can Agents Cross Humanity's Last Line of Verification? cites this paper.

HLL: Can Agents Cross Humanity's Last Line of Verification? Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:56:19.621656Z

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 96bad086-12c2-42ba-b5ae-69be35cb8f96 · inbound

Who Pays the Price? Stakeholder-Centric Prompt Injection Benchmarking for Real-world Web Agents cites this paper.

Who Pays the Price? Stakeholder-Centric Prompt Injection Benchmarking for Real-world Web Agents Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:48:35.844469Z

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 ed479c4f-0621-40d8-9c54-cae7114d4241 · inbound

Heterogeneous LLM Debate Under Adversarial Peers: Honest Gains, Replacement Costs, and Resilience cites this paper.

Heterogeneous LLM Debate Under Adversarial Peers: Honest Gains, Replacement Costs, and Resilience Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:59:34.298535Z

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 c9a8685d-6e46-4621-b52c-b19cee6bb60f · inbound

GUI agent: Guided Exploration of User-Sensitive Screens cites this paper.

GUI agent: Guided Exploration of User-Sensitive Screens Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:10:08.746298Z

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 3c00394e-4990-4059-8962-c5311c9b00e8 · inbound

Agent Security Needs Redefinition through a Holistic Framework cites this paper.

Agent Security Needs Redefinition through a Holistic Framework Dissecting Adversarial Robustness of Multimodal LM Agents

Reference 284

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:46.679818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.