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Paper Citation Record · LEDGER

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination

As of 7 August 2026, this Paper Citation Record lists 100 of 135 outbound references and 0 inbound Pith citation observations for arXiv:2608.04034.

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

pith.paper-citation-record.v1
2608.04034 v1

Coverage vector

measured 100 of 135 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:14:48.510814Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 135 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved96
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0319a3d-cc56-44dc-97fb-1a4050ca5fd5 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 1

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source=arxiv_source observed=2026-08-07T00:14:36.912967Z digest=sha256:8865f09a0a774fe3b2d2af29b59316eeb91cbfedfbc1220408221291dd036fc6

Observation 435a2b8e-d0ce-4cd9-a915-1ddef6edea00 · outbound

This paper cites 2024 IEEE Security and Privacy Workshops (SPW) , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination 2024 IEEE Security and Privacy Workshops (SPW) , pages=

Reference 3

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source=arxiv_source observed=2026-08-07T00:14:37.200491Z digest=sha256:471479704e61978c2bfa7e94e24b759b2fc43c769e90188f6936fd3856638c16

Observation 5c160701-9202-497e-9607-50b595856a37 · outbound

This paper cites International conference on machine learning , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination International conference on machine learning , pages=

Reference 4

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source=arxiv_source observed=2026-08-07T00:14:37.322426Z digest=sha256:14792198c8805c2d6fe31cd1cec228b0abf33fd3c8c66d707987974f8fec6748

Observation 7f4b5d64-6398-4181-aa2b-225d359cf58c · outbound

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

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination PRISM: Programmatic Reasoning with Image Sequence Manipulation for LVLM Jailbreaking

Reference 5

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source=arxiv_source observed=2026-08-07T00:14:37.450812Z digest=sha256:f8c7747142bac50d1a4e96c3fd32de704a19485f99744e6d9a8f469cdc2c9efa

Observation 761fbe98-fc6c-4347-b65b-20f62cbaf845 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , year =.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the IEEE/CVF International Conference on Computer Vision , year =

Reference 6

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source=arxiv_source observed=2026-08-07T00:14:37.519246Z digest=sha256:30f2c3b9a4e1cfb22acb106d2551f487dc33b3318001f4eef91259d8c55896c8

Observation 4c1d7b48-0f31-4553-b8b4-7bd5ae92a0a5 · outbound

This paper cites 2024 , eprint=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination 2024 , eprint=

Reference 7

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source=arxiv_source observed=2026-08-07T00:14:37.669841Z digest=sha256:66b3ce2d7dc4000bda382f72eefcbf6f35c87575ddeab1dfc57d3b070666f193

Observation 7904c619-980d-4e02-b5e4-df9d686399d9 · outbound

This paper cites Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models

Reference 9

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source=arxiv_source observed=2026-08-07T00:14:37.967742Z digest=sha256:c047e408d07b5c69884da730d9fdbe89b4a84c1af0788973791a746465533efb

Observation b7eefb8c-ed11-4c8b-86c9-83d296b2f250 · outbound

This paper cites Strata-Sword: A Hierarchical Safety Evaluation towards LLMs based on Reasoning Complexity of Jailbreak Instructions.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Strata-Sword: A Hierarchical Safety Evaluation towards LLMs based on Reasoning Complexity of Jailbreak Instructions

Reference 11

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source=arxiv_source observed=2026-08-07T00:14:38.178919Z digest=sha256:95d11000ba49ae5bc2df33c61abfb6803bf08c40cb68e5cd9a44e195cdcb2a21

Observation 2ea35092-2cdd-417a-ae37-402021f85f94 · outbound

This paper cites OpenAI o1 System Card.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination OpenAI o1 System Card

Reference 12

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source=arxiv_source observed=2026-08-07T00:14:38.261954Z digest=sha256:c834c4ac68884f782e9a07a7deeed3f4de9f9579e921390281787c940452aecd

Observation 27948606-b998-4562-bf31-08b2230bbfe7 · outbound

This paper cites DeepSeek-OCR: Contexts Optical Compression.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination DeepSeek-OCR: Contexts Optical Compression

Reference 13

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source=arxiv_source observed=2026-08-07T00:14:38.350710Z digest=sha256:a6c65d09b9d9c4439923d91ddbc9f3685f720330cb5a7353ed405c8742074257

Observation cc99bd18-8f9a-4727-ab95-ed4ab2b7dfaf · outbound

This paper cites Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space

Reference 14

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source=arxiv_source observed=2026-08-07T00:14:38.445988Z digest=sha256:bfc4c8ac38bb0a9ad3742f0504dc7d825f66c864f079466f2cb5449f9258d1a5

Observation 774c351f-8a06-4a20-be40-d715b7e7d6cc · outbound

This paper cites 2023 , url =.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination 2023 , url =

Reference 15

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source=arxiv_source observed=2026-08-07T00:14:38.547063Z digest=sha256:243b8a4f7c4599f49797ddb7338ccf9b860458c24d200fcfa2122a2c4c78908d

Observation 8219298d-83b8-48e5-94d8-ea5759a9a524 · outbound

This paper cites Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models

Reference 16

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source=arxiv_source observed=2026-08-07T00:14:38.778915Z digest=sha256:eea0b82b07230a248941dfc91187c7b31524fd467de1ced9feea3693b12337c4

Observation 53dec936-e41e-4746-ac58-a2d57b308701 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 17

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source=arxiv_source observed=2026-08-07T00:14:38.926246Z digest=sha256:3eba843d0bafe4259ed3d7de28ff9f8e75956a04fb42a4aea605722d22297b7f

Observation e4df8435-fda6-4746-871f-2be5baca6b65 · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 18

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source=arxiv_source observed=2026-08-07T00:14:39.098655Z digest=sha256:934d4740b5692cbba483085b8b8a424b80df475b45a9be7096f822de5bbd56f5

Observation 753d0edd-9abe-494a-9623-a18db498bb5f · outbound

This paper cites Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks

Reference 19

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source=arxiv_source observed=2026-08-07T00:14:39.266507Z digest=sha256:bf72a94e1ceaaaafd94731ac8da4f8df5902fbae842f9be4d94c004d4daf8b0c

Observation 97fb1340-8562-4afc-b6c5-43333af96277 · outbound

This paper cites Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Reference 20

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source=arxiv_source observed=2026-08-07T00:14:39.415846Z digest=sha256:4ad00c9dbe1fbb38d65dabdd812f52abbc624363fe4d95eb44439678eb6142d2

Observation 552aca39-d61a-4179-b90d-1550f516cba8 · outbound

This paper cites arXiv preprint , year =.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination arXiv preprint , year =

Reference 21

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source=arxiv_source observed=2026-08-07T00:14:39.532716Z digest=sha256:ce6e5a7d34da3a3a192ca08ed5abb37a906a361b5f31c7ebf4621242f68fe63d

Observation 7f009a2d-f31c-4e51-a2be-0c12b0cb24d1 · outbound

This paper cites arXiv preprint , year =.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination arXiv preprint , year =

Reference 22

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source=arxiv_source observed=2026-08-07T00:14:39.657169Z digest=sha256:14e82562a1123de8ef5e74185cad6540da7ab48f88e5e11876d329c193976e65

Observation f8185f23-f710-40da-814a-b51509e1c21d · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 23

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source=arxiv_source observed=2026-08-07T00:14:39.835701Z digest=sha256:724bc475fd824494a6132c08f956deaf3881757e3eadaa575bfd09f502f469e9

Observation d0a84e79-842c-4825-a74a-51bd54108710 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 29

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source=arxiv_source observed=2026-08-07T00:14:40.308525Z digest=sha256:046d6038019cb9b07d22b172208ffc3d2015c81287322ca297c24da748292903

Observation 70a77444-9edc-4020-b8ab-d48a75213fa3 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Advances in Neural Information Processing Systems , volume=

Reference 31

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source=arxiv_source observed=2026-08-07T00:14:40.465519Z digest=sha256:de5d437b0d43f02d7925fbbd3025ed642b13eadaa591ec4d3e14624158f08b90

Observation 069f5a4c-3fdb-4445-b552-fe56982af63a · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination The Twelfth International Conference on Learning Representations , year=

Reference 32

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source=arxiv_source observed=2026-08-07T00:14:40.541449Z digest=sha256:f2f98c2908ad8638aaeb97aaa5c3d1d9240ee903d5fcba3e3d4480d5fbe86900

Observation 709a1af5-4835-4c42-8f13-ca8778507993 · outbound

This paper cites GPT-4 Technical Report.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination GPT-4 Technical Report

Reference 34

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source=arxiv_source observed=2026-08-07T00:14:40.794108Z digest=sha256:dfccafd54c77fadd1c9961685f19a2383ddb01a892286bebb6cbe310411ec383

Observation 66361c1b-e969-4958-ae69-0a588d81b813 · outbound

This paper cites https://openai.com/index/hello-gpt-4o/ , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination https://openai.com/index/hello-gpt-4o/ , year=

Reference 35

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source=arxiv_source observed=2026-08-07T00:14:40.878984Z digest=sha256:b9706a6388f73a171724e4fed4cf62c600c160186fd5d15223b956980a3b7c0f

Observation 89a36789-5713-4a51-8a21-422892e6727c · outbound

This paper cites https://chatgpt.com/ , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination https://chatgpt.com/ , year=

Reference 36

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source=arxiv_source observed=2026-08-07T00:14:40.969860Z digest=sha256:4b5d8d4af26dc9be1606f9660b2d4f07a852f70c3639807654e5b409cd2a39b8

Observation 2e9e5f3f-f9a6-445c-86f1-d91c5e22239c · outbound

This paper cites https://gemini.google.com/app/ , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination https://gemini.google.com/app/ , year=

Reference 37

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source=arxiv_source observed=2026-08-07T00:14:41.057568Z digest=sha256:fd965b140c5022698b8e54ef037357d27b2541a75ca9f59e73bdf40e2d400085

Observation 5cc0ee00-ef1f-45b0-9a95-97ba89694e7b · outbound

This paper cites https://claude.ai/ , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination https://claude.ai/ , year=

Reference 38

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source=arxiv_source observed=2026-08-07T00:14:41.154729Z digest=sha256:d0e92178c07b2cab667f3da9a26a0552c299e847442e86ba1c73a0ad1291911f

Observation 8a773217-704d-44dc-aba7-5d6f1f09f171 · outbound

This paper cites https://www.perspectiveapi.com/ , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination https://www.perspectiveapi.com/ , year=

Reference 39

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source=arxiv_source observed=2026-08-07T00:14:41.229151Z digest=sha256:635ed856638c6edabb3611afd711071f694adf5170bb300e5e977f0131661a04

Observation 4f743feb-96b8-45c1-928b-7ce705401025 · outbound

This paper cites https://platform.openai.com/ , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination https://platform.openai.com/ , year=

Reference 40

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source=arxiv_source observed=2026-08-07T00:14:41.315584Z digest=sha256:f394657a3cf0fc0a3860c3a16762139fdcf45b98475be1b92fc8844b47fc6bc0

Observation 524eff98-370e-4aad-a639-a5d4b8fcceb3 · outbound

This paper cites Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models , journal =.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models , journal =

Reference 41

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source=arxiv_source observed=2026-08-07T00:14:41.425241Z digest=sha256:9839c770bd985aec5e8f69ce26d75583691ee37d77db9becb8fce05e6f6419cf

Observation e072f608-1759-4290-9c5b-f3c538d2635e · outbound

This paper cites JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks

Reference 44

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source=arxiv_source observed=2026-08-07T00:14:41.648221Z digest=sha256:0cd8694a8134275defefdcc76e1e32d2e0b9e16101489a7eafa32f8df84abf15

Observation d0a1f9c9-b9d7-443c-9465-e501fa6cf6cb · outbound

This paper cites Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models

Reference 45

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source=arxiv_source observed=2026-08-07T00:14:41.711296Z digest=sha256:b89f3e02152a58af12fd951ecc983ab0b97e0a6ab5d9476e49d3a7a74ee646d6

Observation 71ca9ffd-3b7c-49de-b8fc-20ca334b593a · outbound

This paper cites The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?

Reference 46

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source=arxiv_source observed=2026-08-07T00:14:41.799532Z digest=sha256:78d94ade1ba2383e1a7e3229588d48a877186cebf101e8b1919300135098ef23

Observation 113ca04c-d21d-4b4b-97f2-0d7a86123c61 · outbound

This paper cites arXiv preprint arXiv:2406.02575 , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination arXiv preprint arXiv:2406.02575 , year=

Reference 48

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source=arxiv_source observed=2026-08-07T00:14:41.963535Z digest=sha256:e6e069f12e545cefd7e0f6c94f4af3b8d3c0e5d53d80b688d3058d03c4f4413a

Observation 62e91bca-85be-40f1-a215-c5c9559e9b7f · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 49

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source=arxiv_source observed=2026-08-07T00:14:42.027004Z digest=sha256:350e1cd803f020abeeaf6e011c880bea14b7c92db579e5865b05645b4ae34baa

Observation 55ddd5d5-a9b2-401a-9453-b4dc56c26aed · outbound

This paper cites arXiv preprint arXiv:2405.07788 , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination arXiv preprint arXiv:2405.07788 , year=

Reference 50

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raw_fallback, observed 2026-08-07T00:14:54.325147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T00:14:42.106226Z digest=sha256:167a87828fe106ff2de31be3d857b334fb0ac3714959482ae84b26e4cb25d5dd

Observation 3371ee17-6044-4726-a843-af2f7fedda24 · outbound

This paper cites Bag of Lies: Robustness in Continuous Pre-training BERT.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Bag of Lies: Robustness in Continuous Pre-training BERT

Reference 51

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metadata mismatch
local_arxiv, observed 2026-08-07T00:14:54.130861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T00:14:42.178998Z digest=sha256:7b6c20e9d8f75817c9e65251cb60ee0750f1ed0a50d55aa080c2e5cf8671485c

Observation 5b8b9459-1b93-4444-9f84-be8946696ee9 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 53

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source=arxiv_source observed=2026-08-07T00:14:42.316889Z digest=sha256:8b119122f28b9f55471f79c6eef9232ceb2af6623b7254ced416ae7db3e7e52a

Observation 351ae90c-1d98-491e-8a17-02fed8056cd5 · outbound

This paper cites Curiosity-driven Red-teaming for Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Curiosity-driven Red-teaming for Large Language Models

Reference 54

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source=arxiv_source observed=2026-08-07T00:14:42.384477Z digest=sha256:ec67e1bd96d90aa27d6061fa38c6439d32054afb0e09606c9e63684d66702cd1

Observation 31dacd0a-cb43-4a31-8aa9-195eeda6f56f · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 55

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source=arxiv_source observed=2026-08-07T00:14:42.449823Z digest=sha256:ab55bc802a31d106aa2725afbef109ebfe9e69b0e82ab86b5bb9e61a1de84e29

Observation 93d0dfd1-19d8-486c-b4ac-e1ec0bf91709 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 56

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no resolver link, observed 2026-08-07T00:14:42.523343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:42.523343Z digest=sha256:a8522e0beba08820aa0ca2384c7426a71e4a442a75ac0e4587f782a7680ac38a

Observation a2e2df52-ce0a-4a6e-95b3-26c4c3e16a94 · outbound

This paper cites When and why vision-language models behave like bags-of-words, and what to do about it?.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination When and why vision-language models behave like bags-of-words, and what to do about it?

Reference 57

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no resolver link, observed 2026-08-07T00:14:42.565379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:42.565379Z digest=sha256:d3c8492f06da835cf8925d31a851236857fd7b658bdc1695821a81479cf74ab4

Observation 0f1821d5-7e78-4562-a761-db050c2e093f · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 59

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no resolver link, observed 2026-08-07T00:14:42.674344Z

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source=arxiv_source observed=2026-08-07T00:14:42.674344Z digest=sha256:6cd9d49d6259a77f0ae1629f737dba8f731480e80399a5349eea30ffca98bd49

Observation 9118a729-bdd1-47c8-ab20-26f09612668d · outbound

This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 61

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no resolver link, observed 2026-08-07T00:14:42.790977Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:42.790977Z digest=sha256:e11c1e385107710ed0397f20869cc88e39d10a17cf5929e5ba74299751e4f2a0

Observation 2b7dfa4a-678c-4bc8-b718-d0e2ee44428a · outbound

This paper cites Unveiling the Safety of GPT-4o: An Empirical Study using Jailbreak Attacks.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unveiling the Safety of GPT-4o: An Empirical Study using Jailbreak Attacks

Reference 62

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:42.850122Z digest=sha256:5b5785e1e242d6faa667fb0fffe2ad6016965b7e5fda35a6d11d3a4db8012d4f

Observation 088e8be1-a5c9-467c-a42d-a8cbd2d408c4 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 63

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no resolver link, observed 2026-08-07T00:14:42.910359Z

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source=arxiv_source observed=2026-08-07T00:14:42.910359Z digest=sha256:dd2244e0a93add219c53fc549201c8c20b918d0264b6833e5b49e5dd4ac6988e

Observation 48ddb620-37e0-49a3-8128-75e4be51bcfe · outbound

This paper cites AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Reference 65

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no resolver link, observed 2026-08-07T00:14:43.044951Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:43.044951Z digest=sha256:de9fe5b1dd34d56440f0180c227a13c68f04c11cbd07a76073c5805a76dd0ccc

Observation a89ce3dd-ed85-43d7-b50d-ceecf1660295 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 66

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no resolver link, observed 2026-08-07T00:14:43.098674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.098674Z digest=sha256:57756a1d2a9eaccac6c11c25ba536e90767799dd1ef9d7d2f1e9a18cac463e72

Observation 01080458-b9aa-43e6-a40b-854760dd5075 · outbound

This paper cites Red-Teaming the Stable Diffusion Safety Filter.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Red-Teaming the Stable Diffusion Safety Filter

Reference 67

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no resolver link, observed 2026-08-07T00:14:43.164166Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:43.164166Z digest=sha256:0ee6a53bbe69af8558c03b816fb4bb12034da136876ec17beab22535c25fa840

Observation 42405929-9745-40f9-92c9-be04ba8743f6 · outbound

This paper cites Forty-first International Conference on Machine Learning , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Forty-first International Conference on Machine Learning , year=

Reference 68

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no resolver link, observed 2026-08-07T00:14:43.216695Z

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source=arxiv_source observed=2026-08-07T00:14:43.216695Z digest=sha256:b0d588c178313570544767c6d42528d8dd8efdbf08cb58ea37feea432fbd6e3c

Observation a65fb8f6-5a17-4f7a-9a32-fb3c6d1542b0 · outbound

This paper cites Multilingual Jailbreak Challenges in Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Multilingual Jailbreak Challenges in Large Language Models

Reference 70

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no resolver link, observed 2026-08-07T00:14:43.325809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.325809Z digest=sha256:aba18ddc689a150799886ff9e2ed0f18582cc0e4bf384911f9db652ad435d186

Observation b06302a9-0199-4025-92b6-bc6546be6204 · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 71

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no resolver link, observed 2026-08-07T00:14:43.390190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.390190Z digest=sha256:135d6c2c7484fbf0b138c92b8ffdbb341092a6af9e7e5554fa4b9b82cdbc9a7a

Observation 7087b808-a861-4359-bfee-b65149f435cf · outbound

This paper cites 2024 IEEE symposium on security and privacy (SP) , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination 2024 IEEE symposium on security and privacy (SP) , pages=

Reference 72

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no resolver link, observed 2026-08-07T00:14:43.445933Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:43.445933Z digest=sha256:79066b4ad4b9cd7b8aba36f5655b2593863e53d73e2bd45f41d8d8d8f5d2c92c

Observation de456f5b-38ca-4a1d-9c02-a76d2b5bf54c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Advances in Neural Information Processing Systems , volume=

Reference 73

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no resolver link, observed 2026-08-07T00:14:43.527011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.527011Z digest=sha256:05819a9ee67a894d7c033476fd5dd5980d9377792cca1698e7081ec13ffd5c30

Observation db705506-a79c-43c5-bea6-d1a19e166afd · outbound

This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 74

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no resolver link, observed 2026-08-07T00:14:43.595876Z

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source=arxiv_source observed=2026-08-07T00:14:43.595876Z digest=sha256:c4dbe279bf470ea90be2020f8e4db5a63e9e6dfd1670071f4c2692edcbd7a715

Observation 804c0ed1-1dca-4525-8c8f-36b687c6e302 · outbound

This paper cites Baseline Defenses for Adversarial Attacks Against Aligned Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Reference 75

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.648146Z digest=sha256:60e15eab380a6ad9970c82031706e935851e173b5345fd57425998c987945598

Observation 5c51b05e-aaa5-4109-b7f6-b6cb7f9cffa0 · outbound

This paper cites Detecting Language Model Attacks with Perplexity.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Detecting Language Model Attacks with Perplexity

Reference 76

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no resolver link, observed 2026-08-07T00:14:43.723499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.723499Z digest=sha256:e45afb4cb1ee872cc9f467bba653439925583810136fd0f99df2e41510bfee78

Observation 7d37a87b-395b-4036-93af-8d11094da5a3 · outbound

This paper cites The Llama 3 Herd of Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination The Llama 3 Herd of Models

Reference 77

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.777237Z digest=sha256:87f46190fe5912a8cab7da7bf6bdb0aaa6db5122189773854b97d998653f2f0b

Observation c1ffb563-ae9c-439c-a93b-7e7df1c08886 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence , volume=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination IEEE transactions on pattern analysis and machine intelligence , volume=

Reference 78

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source=arxiv_source observed=2026-08-07T00:14:43.822146Z digest=sha256:5c18d9774f8ed699fab4e21dd6c7deaa266f83cfe156ce16cc2d679b92265ee3

Observation 3132d552-0242-42bd-8bc2-c459637aafdb · outbound

This paper cites 2023 , url =.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination 2023 , url =

Reference 79

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no resolver link, observed 2026-08-07T00:14:43.897127Z

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source=arxiv_source observed=2026-08-07T00:14:43.897127Z digest=sha256:a02d14f9161f7f11f664dc62ac1743750d09078e1a98d798309feab62abf37d6

Observation c88dbae2-8e70-48b5-90b6-cf745075ed03 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination LLaMA: Open and Efficient Foundation Language Models

Reference 80

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no resolver link, observed 2026-08-07T00:14:43.967091Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:43.967091Z digest=sha256:d6263d996352bb8f8c39ba42b40bd1e77e23f0903e37c1fe2032c36435170044

Observation bfe1b197-ebd9-460e-bda2-beed9312bdec · outbound

This paper cites 2025 , url =.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination 2025 , url =

Reference 81

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no resolver link, observed 2026-08-07T00:14:44.047852Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:44.047852Z digest=sha256:9b61300207d1ce0cc7cc5b23e462cfa03c7ee51fbfaa03eea30ed34ef786591c

Observation 255012c0-aec6-4bda-bf05-b9e96efd3b89 · outbound

This paper cites 2023 , url =.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination 2023 , url =

Reference 82

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no resolver link, observed 2026-08-07T00:14:44.102935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:44.102935Z digest=sha256:d192f1238002a950649cf3ba8deb39fc95ca775b67f0bca8d7aac05e9fab1f86

Observation eb205385-d4fc-44c4-a438-902b7d604b17 · outbound

This paper cites The Resurgence of GCG Adversarial Attacks on Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination The Resurgence of GCG Adversarial Attacks on Large Language Models

Reference 83

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no resolver link, observed 2026-08-07T00:14:44.157020Z

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source=arxiv_source observed=2026-08-07T00:14:44.157020Z digest=sha256:60f119ba345d4dbe111504ccf800bebd9ca73b31d1f37207e74723d549d6b377

Observation e7a10890-3fb6-48b2-823c-ff8d27ddfc4d · outbound

This paper cites Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 84

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no resolver link, observed 2026-08-07T00:14:44.221836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:44.221836Z digest=sha256:5dd8b92a0ed08162da3f52ee18df2cb550f51e3c6ca49fa817168994bb568292

Observation 0fba8d31-a835-48a6-bab1-0a1b3776e08b · outbound

This paper cites Proceedings of the 32nd ACM International Conference on Multimedia , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the 32nd ACM International Conference on Multimedia , pages=

Reference 87

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no resolver link, observed 2026-08-07T00:14:44.559159Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:44.559159Z digest=sha256:8ce16a1a8f119baa4454f47dccaad5bc21697561a0d49dd17eac8166a4b52bb1

Observation 432b2082-5434-4c71-8755-2eb0f5e9ebd4 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 92

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no resolver link, observed 2026-08-07T00:14:45.063299Z

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source=arxiv_source observed=2026-08-07T00:14:45.063299Z digest=sha256:8448922142d55b685b716bb44d7daf9283dd6fc5c1f98ab38363fe2940899cba

Observation 2075af72-4d81-4e13-8216-7f7067654c07 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 93

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no resolver link, observed 2026-08-07T00:14:45.155341Z

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source=arxiv_source observed=2026-08-07T00:14:45.155341Z digest=sha256:7f96682cda6906d5d579c1755d53b85615d20cce14ca8a1d3898f73aee5193e7

Observation 757a08f5-aeec-442e-9be8-712e86381077 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 94

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source=arxiv_source observed=2026-08-07T00:14:45.253819Z digest=sha256:bd363f441a227aa60151ded3e96b57a088c6906ae854aed526744d425d9ad88d

Observation 185bdc31-148f-4766-806d-053aa05ce44b · outbound

This paper cites 34th USENIX Security Symposium (USENIX Security 25) , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination 34th USENIX Security Symposium (USENIX Security 25) , pages=

Reference 95

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source=arxiv_source observed=2026-08-07T00:14:45.380000Z digest=sha256:c589237a3eb88335d2fd8bd183d0b65ad1c1ad3a25cd10ac1b62ac14cf7109bc

Observation 4c74f3d6-13df-41d0-b273-e0a28449c9da · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 96

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source=arxiv_source observed=2026-08-07T00:14:45.482937Z digest=sha256:15d5e16d9594a197f6b9e7ff676dc10bcff721e650ddd1e44ce773d405a5f2fb

Observation a2d4ac7e-537d-4844-8a23-79f2634c18ce · outbound

This paper cites H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking

Reference 97

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source=arxiv_source observed=2026-08-07T00:14:45.609000Z digest=sha256:e0a3399d09178a95a29c7b77219d9070eea3ec1a408605103bc3ee16aab5a213

Observation ce51eeae-4cd8-445a-bec7-e859be5a5beb · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 98

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source=arxiv_source observed=2026-08-07T00:14:45.691291Z digest=sha256:64a6f29c9629e3d0c0dc47f5e9eb530c47a6a4ecab790299141b9765e65983d4

Observation e7a9fff0-aca0-4196-a965-6ba776898e64 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 99

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no resolver link, observed 2026-08-07T00:14:45.819417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:45.819417Z digest=sha256:c5646904fed9ac131527e732f63a3f0a8da53e795044ef0a6a2a7252b568c15b

Observation bbd37795-0d0a-462d-bf73-f858ea56cb3c · outbound

This paper cites International conference on learning representations , volume=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination International conference on learning representations , volume=

Reference 105

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no resolver link, observed 2026-08-07T00:14:46.387352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:46.387352Z digest=sha256:bcb806d3ebd60f102b94b0060963f3f93b638e60ba4a5b96e007b3722cd886a0

Observation 42d13e59-9ec3-46b7-becb-0ba0e0225dc8 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 106

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no resolver link, observed 2026-08-07T00:14:46.482671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:46.482671Z digest=sha256:05e12a5e2b1e07032790045b3254f3cb90597038035fb52a073f6712073ca10d

Observation 935318dd-a529-41a4-9c40-eea4d3823276 · outbound

This paper cites Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) , pages=

Reference 109

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no resolver link, observed 2026-08-07T00:14:46.749098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:46.749098Z digest=sha256:37da6b651773120a837ed8414ffb37dde74c96233a355abe9c1f4e10927bf3b4

Observation 32ffa29c-ad03-44ff-9e25-f69a76654f57 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Forty-second International Conference on Machine Learning , year=

Reference 110

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no resolver link, observed 2026-08-07T00:14:46.840374Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:46.840374Z digest=sha256:688a55d8dbd3a8d1e2926881ceb2731b910c95119e6cde23fbf165b025aee91f

Observation cde84cc4-4a4a-4dbd-aafb-3106ffd14cdb · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 112

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no resolver link, observed 2026-08-07T00:14:46.983386Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:46.983386Z digest=sha256:7ab63e9afd6bf1cd37e8dc09c5a94d622039d84c419f9ef0a93c87bdd2ae1f4a

Observation 814437d8-329a-4890-9729-7a0168c19bd0 · outbound

This paper cites Does Refusal Training in LLMs Generalize to the Past Tense?.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Does Refusal Training in LLMs Generalize to the Past Tense?

Reference 113

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no resolver link, observed 2026-08-07T00:14:47.050472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.050472Z digest=sha256:6fd1b71e97836f3aafbf00752cfbbd8a2ff565572819bcb6a1daa513030912fb

Observation e2680691-f27d-4c92-8266-82200343772a · outbound

This paper cites Jailbreaking Vision-Language Models Through the Visual Modality.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Jailbreaking Vision-Language Models Through the Visual Modality

Reference 114

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unresolved
no resolver link, observed 2026-08-07T00:14:47.136463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.136463Z digest=sha256:7bfb02253fca582b3a02356afb1534400c75c761899d2e494cffde2ed5a79ea2

Observation 8bfb8c1c-0fa4-4243-8e68-5b6938ebd49b · outbound

This paper cites Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models

Reference 115

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unresolved
no resolver link, observed 2026-08-07T00:14:47.198029Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:47.198029Z digest=sha256:ffabef9cd7a4f421d4ce16b47928e57da3bf964d469f9cbcd7177d69155c930b

Observation 28af3106-d41f-413d-b3f1-54babc562468 · outbound

This paper cites Image Hijacks: Adversarial Images can Control Generative Models at Runtime.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Image Hijacks: Adversarial Images can Control Generative Models at Runtime

Reference 116

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unresolved
no resolver link, observed 2026-08-07T00:14:47.254551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.254551Z digest=sha256:c3dcef04ac232fbb77d2fb7f5bef912ac2679b0778fba1937143b4ab3fd3b278

Observation ad7a0b9e-7062-4c6e-bd8b-31274cc5b6b4 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 117

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no resolver link, observed 2026-08-07T00:14:47.348072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.348072Z digest=sha256:243babd50fad835ef11b8f2fb521a77cdddeaf23ba39f9b2646fe32f40f651e4

Observation 259a498c-e3f9-4a51-b77f-08bfc3aac47d · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 118

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no resolver link, observed 2026-08-07T00:14:47.442891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.442891Z digest=sha256:66b944eb3dc4c2ba4ca17f258cf375ba33d9f994193c07f0fde047f4405bc3ce

Observation e3ec9410-2d2c-4c20-818e-533499f9c396 · outbound

This paper cites InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks

Reference 119

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unresolved
no resolver link, observed 2026-08-07T00:14:47.513196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.513196Z digest=sha256:2de16a2d95c18afbce045e2702dc254b0268cd86a8fc312b35bf5e244412024e

Observation 028abbd4-afaa-489a-805f-66ceb3ee4853 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 120

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no resolver link, observed 2026-08-07T00:14:47.603480Z

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source=arxiv_source observed=2026-08-07T00:14:47.603480Z digest=sha256:18b42aa3277697c81b9a8a6937678854eec15f94b0d6f44aa45f0d93620c083b

Observation d3a5ca68-e5e4-475a-9d0b-7ca49e3997bb · outbound

This paper cites FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts

Reference 121

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no resolver link, observed 2026-08-07T00:14:47.682360Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:47.682360Z digest=sha256:970a9940f17d35891cea56541aacd5ac2784f35974e278beafa2ee1d18edaf75

Observation 4e59cf44-4f98-48fc-8fa0-19ddce45c009 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 122

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no resolver link, observed 2026-08-07T00:14:47.772138Z

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source=arxiv_source observed=2026-08-07T00:14:47.772138Z digest=sha256:aa4c601bf5bbc5c2265bcc5ba73c9f982a4be46be4f10d6a16e04e77bf84143d

Observation c2b14920-59f8-4c25-8f36-a3ce8e3e6701 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 123

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unresolved
no resolver link, observed 2026-08-07T00:14:47.829147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.829147Z digest=sha256:2d9e4ce85430bd1bb805f39ea6d7a6d23edd85a2cb35983e02fd1882ff23147f

Observation 471f7020-85a0-4d61-aafc-d1e0814027ff · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 124

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no resolver link, observed 2026-08-07T00:14:47.903092Z

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source=arxiv_source observed=2026-08-07T00:14:47.903092Z digest=sha256:0f6dbee5a5cfed41417bf29f48a14f1d1dad3145ecb61a15725f945403afa2c5

Observation 70b73911-1bbe-4539-8aca-b1de4dc60f80 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 125

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no resolver link, observed 2026-08-07T00:14:47.974478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.974478Z digest=sha256:94eb6f58e5c2e97f5576aaf97f70bfd78cc171dd40d4599b8bf16eb95baecf09

Observation f29d06f3-eb4e-49c0-aca8-08b6549d9793 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 126

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verified exact
raw_fallback, observed 2026-08-07T00:14:52.498263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T00:14:48.062373Z digest=sha256:2995d9b8bac41dfc634f4326681bc8bbc14dd83cc90e6dc0aac75c957215cc1b

Observation f65284b8-9768-489e-b9bc-a71b8f616b1d · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 127

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no resolver link, observed 2026-08-07T00:14:48.133566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:48.133566Z digest=sha256:1d1145baca34b4c1650811bc125ffad6e26714eb79f0a181198f02f2f87156fc

Observation 8f665f2e-f00e-404d-83c1-96d16e4de6de · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 128

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unresolved
no resolver link, observed 2026-08-07T00:14:48.202142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:48.202142Z digest=sha256:fd26e74a3ab6e572ef4ec8ec271eca75a3f83d81a2f42f685d8b7d8e2c94676d

Observation 9a0a1ab6-c381-413d-86ed-1debb3b8ba23 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 129

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unresolved
no resolver link, observed 2026-08-07T00:14:48.274725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:48.274725Z digest=sha256:42364a21e67a261e709fb69d2e64ffdeb712e9987b85a62f50786667828e0389

Observation 56e80f9a-1140-4f7e-883e-db34e857a2e8 · outbound

This paper cites Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models

Reference 130

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unresolved
no resolver link, observed 2026-08-07T00:14:48.340224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:48.340224Z digest=sha256:2bf6d3d5d7948617a321462a82aa954e4a728857eb433b879c06ea57d04406a0

Observation 9c94fad0-2773-4c04-a92d-b36bb8e48793 · outbound

This paper cites an unresolved cited work.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination Unresolved cited work

Reference 131

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verified exact
raw_fallback, observed 2026-08-07T00:14:52.858320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T00:14:48.431647Z digest=sha256:e40a0eed8525a53689c57265b5ea2aaf58747550e6a7983b833253086b463e4d

Observation 3c63a3cd-87f2-42a6-b087-87fef29be1bd · outbound

This paper cites MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models.

A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models

Reference 132

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unresolved
no resolver link, observed 2026-08-07T00:14:48.510814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:48.510814Z digest=sha256:bd0ac079220e425fececd5b83f4ea24701a6bf31ed3fdb09913f2a8103b8684a

Pith citing papers

No inbound Pith citation observations are available.