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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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=sha256:217288fe20f5073303c12d8f35d843e312531dd1358b485799ab820e2dadc3bb

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=sha256:19d7cafa605d1f129e828226b573bdcb66f3543a16dc5c2bf076f928ba60e691

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:c3a67c795dd658b40e9871580d1713b22e4faa16735c949cb6ddb908edd08052

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:f7f59e397439a8d4f6e5b74864121d35e48e64180de39e8a0f898e505e0e87e0

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=sha256:2854eeb07d1a5c23940f235e64a35f1bf17d4dc4a23b39d94472906774727b6c

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=sha256:37772dbdd4730608d37d3e6157a947c34a18622772ee7868de6df5c64acc0d82

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:b89b8b18b67a0857a63280fcba3359aea2e0e7336556d18c51c5e79c6264fb44

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:b9d04014ac50800d5ec5c6a8f571aa9acab33143285486c7c993bb2a9de5c9d8

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:da1d8fd4bd7cc824891278c7a8f389685f3733627f733178ab9304e80fc57022

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:a7c03486e9515831ffb6f538aef368e94c22685fa77f86ddf912753e28528531

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:db74110e1199940a7ecf347ae647d0fb701a5f99c2a9de7f549731a3eb62826a

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=sha256:6e5e7fbe6d3ccb9c7c09a2af03938892ea41f1a11b0915e4a3269b27474872b7

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=sha256:5b43bb0a912776670c93c654a97b40a0c6a8edf03fd935e5d0526c6a9a24d18d

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=sha256:53de68cdd3ab262d924f270174be306282c0162457070e4b3e43ebb49c22c72b

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=sha256:0aec12fd3a4f4d8ff27a20da481d410342783c3c3c037304e70c2ac5db95e149

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=sha256:9dd48df8f9c45f1c46c4c57b3966df57e9dca13334daa3b7ae6fd00f7c5d564f

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:ef8f2713fb2ffd4b3578abb79b56508b46f72af7641532cb2b2ba9a5d154d2e3

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=sha256:788d36231b27a8e2c574b143f40335d873b5d13859f4eb7f1799c5e8a24b7c3b

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=sha256:5436245b07c95a37ad5c16a4c19e1d4b91cb19de13f9191b8338e8afba7c5101

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:a1b6ae744876acf22fde31a5cc90be8ba76c855e4e831ba5abfe6b6fd3a00be9

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:e6f5a6ed02bed32e213dfb1557b6891054ec77d9999575994bee82b111279bad

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=sha256:3f96e8d5ffbe907d1f5baf43edcc79b3c01d1fcf025ff221d3b8d0ea54ef8281

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=sha256:9a162efa362c4839c285b0ac7b2ef5d93df053d516c7503774412d79ad9c3898

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=sha256:08f3a878e59cfec0b011e73ac2342e7c32a792fb08a74657d445d85f4df35356

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:e4204341a945775218f7698dd0695a891eef0266e7e28761396f8c6bf6b6bbe9

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=sha256:2c3780f3460ee5554bfce972b44d5680d37fd8e22f68d53a5a4a1aeb158fc08f

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=sha256:01c2310640468077d623d5dfe8b70409fa4d1940c1d91261c681677ef1e03ef9

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:b4dffe3cd28c8d6405899aa11b0592b76027d8fa0fa76cfb11d6a7e55eae7f83

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:cbc9f560a71b653450bdd907caa451022c06355f18c71db2f468e62485141a5c

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=sha256:0817d6a422093921b09d2c620af2151fba4478285a5122feb294dbcde7a76894

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=sha256:2f0b6e4bf97412404661f0df7ae52cc092bf0b7e7da29f4b3da86ae91aa6c57f

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=sha256:6d9e7f36486fbead6021995e55fc7cf03a0ddbf9cf00b641ff9bc0d7323084d0

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=sha256:75fd4af64ffbb3b54e9c0934cd211bceaf41c8e085f7ffb5dc13ab0aa58e2d85

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:d0b1dc5d19ae5fd4ac47137ba1b50330fff9bb87e2c3bbf0ea2b20eec9b7f93f

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=sha256:80ac7a77347a8642abacd49eb8938e5802ac19017ea4eb6de69a09eb49a36576

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=sha256:018a24c96bb3bd51876c8a791fbb4072c30d327fea748d402c1eaf0ae928d6b0

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

source=arxiv_source observed=2026-08-07T00:14:42.106226Z digest=sha256:d73f13865126c38b9e53a24c4b8343eba72d6ee2ddec652d234433171300e617

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

source=arxiv_source observed=2026-08-07T00:14:42.178998Z digest=sha256:d4f1ceb54f19683cb4842510060de5ae02f0c2ee5ebc1b5f6a0ea497c125f10e

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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no resolver link, observed 2026-08-07T00:14:42.316889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:42.316889Z digest=sha256:d3469f7641d84c53a3990699f86d2f3eb31a4d642b6f505eb39fa9bc7c3ce891

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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no resolver link, observed 2026-08-07T00:14:42.384477Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:42.384477Z digest=sha256:af43fabd5332d384eba8c779b40576c061350c16d7a4de4377dd4e9d4591b49a

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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unresolved
no resolver link, observed 2026-08-07T00:14:42.449823Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:42.449823Z digest=sha256:8f196dac38fcc273599e0eb92bbfe2c6f349f6903d8eae09213d45159d9a14a8

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=sha256:1a18dd587305a0ae15800244478c897a921e7e2aac0071a162c4a6505b8a3ff9

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:c63036e3b349f4be2d6f2edb161a2fc2f2a68b541cdb6d49fa631a526a6855fc

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:42.674344Z digest=sha256:d898c59b0920ce813c0c39e0f022f35fbef5d4cf8d8c639a4e089bcaa58dd9f2

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:42.790977Z digest=sha256:31e486f43ec48cff33567476e634cce55c0c0ca6ce547d823e5d99e079013296

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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no resolver link, observed 2026-08-07T00:14:42.850122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:42.850122Z digest=sha256:5b69ecc538d883ca0869f940bfb2a1d87b048427671d58faf73eb49556f85c35

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:42.910359Z digest=sha256:28446b3ddc255d2092205beac650f75ed60ca3be88dc66f429c60bf77a8f5ca4

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=sha256:8384278d4dbf775c52475fcc5651c5fdba4143b1299083ae92e8ef691596de0c

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:43.098674Z digest=sha256:70f324d1b30e3aa36507df60667e5b74ae46f26ee96c5b6f51d7868de96a171d

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.164166Z digest=sha256:b6f1c460bea7956f107b0b32b903a347c62667fca37287e5f568c674bf5299ed

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.216695Z digest=sha256:b4731d36a8d222132c00e8d772f0fd68ec12c60213c3a53c58d0f48682141fff

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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unresolved
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:d469f42d8bf0d2bb2497566f0ee917bfbd28d75df1fe4d988f06878e24bbb186

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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unresolved
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:f524d0d8220e1cba605e1c53e1c8d9d09e1e9bc174133eb521dd14ae5b3650eb

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.445933Z digest=sha256:dacad4b6774e3db59fd839b458d0d8e73ece375f12479e4e80413f31480669f6

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=sha256:23cf57194623a88e669da10dbd9f1268170dd93e4eec8dce3a2faec0617c2428

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.595876Z digest=sha256:0e90dfcd0d03252b66aa0909e59883500c4e38560cf29144a8b1038200184499

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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no resolver link, observed 2026-08-07T00:14:43.648146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.648146Z digest=sha256:21640853bb51c23fbbeaf33746346f822c1bba78567be24ec7217964c50905a0

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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unresolved
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=sha256:2cd92e10bee13eed8a385455f7945788ebf7ddb42d95e5988b0bd16fc6774410

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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no resolver link, observed 2026-08-07T00:14:43.777237Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.777237Z digest=sha256:b88aecdc52bd3657e195dc593dd70069c753c33a7a7f8ff150d1464ba148357e

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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no resolver link, observed 2026-08-07T00:14:43.822146Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.822146Z digest=sha256:ce1a0168476d7b80864bf335cc3c804f39aa1aa28a2174efdc5f8a47a02bb5b1

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.897127Z digest=sha256:1461f5ec6fbac7d227857fb4b8cbb0411cc6883412dbd426442d80154bb31749

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:43.967091Z digest=sha256:70cc7029c67a9b12afd9f877f28993f7d0fece990b4017da2649be7212497b88

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:44.047852Z digest=sha256:6e952817b7f769d32ef99d8f4feb87c0ec0455629687080331e2aa758c1ff5a6

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=sha256:13e2cf9db6fa418dff32559d32a62a0908b66d4382036d2cc40a37f946183908

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:44.157020Z digest=sha256:0e2735c333b566ff7c9acbb53f372d5d241052ec6297a377ed7b4c2ae81bc09f

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=sha256:059da7e63d859e641a2ed1c0ff134cc6a2d9e24fa79d855fdb4a0a045c4033ed

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:44.559159Z digest=sha256:9a69d7fe22b8e3f0bd321220997f563b0b255c2472352de2e274e68914097f3b

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=sha256:75c07fb7affd386ec5e14f50e732f3a5f5e1941e09e788c46881b58f05388705

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:45.155341Z digest=sha256:158b7a9e29cb2fb3002e89a271d0f9ad9f27f6ba0288822acaa35c686eec7d60

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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no resolver link, observed 2026-08-07T00:14:45.253819Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:45.253819Z digest=sha256:19f39d3881518c2af2bc81e8d884c36ef3629ec33f90a509d2ad9d69e5249028

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=sha256:1f827665179ba9231f4e78d6b6f0aee2c7083257a1a24c1db07593dd9d72d475

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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no resolver link, observed 2026-08-07T00:14:45.482937Z

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source=arxiv_source observed=2026-08-07T00:14:45.482937Z digest=sha256:23661a75631bb4893bd17763f9a04350fb947178333c7321a3900b868420ff4e

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=sha256:66d9834bcab9cba6f1ebbcb584e6e5a05d1dad5fcb60744827bb0f6e11ba94d4

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:c5bdf26d85a259baa4b9e968caf5bed95150c2f7444df7fd5c4b38eee0cde000

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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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:45.819417Z digest=sha256:84f3be904902c6be9d76ab8a5d509d5db6cb86ac31f1a685f59da00f3b5c3073

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:deb6434627a5845de52039e9369c3dfc240be1d3cc28977f4eacf89f3335d083

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

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source=arxiv_source observed=2026-08-07T00:14:46.482671Z digest=sha256:bae90b99be11b2663922c4fb643b328d844677972d792ea3c3d1c77c9825884c

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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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:46.749098Z digest=sha256:13f7b8ab9c642405d63634021e4d35419b1e365d7d550829f8bead7dcece46e9

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=sha256:57427bdd3791d6569df16998406d586fdd1270addf331739f01b3eb9f5cb242b

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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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:46.983386Z digest=sha256:7f0a4f61d8ad4226db4196975b993bcbbbab78b20f7082cf964e1b7afeac59d2

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=sha256:0851a23fe044458c2ad0761e73d72adc394100b82f68dd5fa7a0cdf48c93f471

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=sha256:80eabaab3a7945e96da719ce6324ebb3e1f04d7b0eac0ea483ee894ba2d2abf6

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:14:47.198029Z digest=sha256:6af12ff22d205244224d797e5bc29389ab7559802f8ff0346df7c1cc35aa0234

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:47.254551Z digest=sha256:7d545bdc017b4f6012a4f1175fda5dcf8c26ab6075320281e20eab0df5e11f20

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

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source=arxiv_source observed=2026-08-07T00:14:47.348072Z digest=sha256:748d65a9b6cf2b8f204436482fe9245b332b47ff9f97650ecfe91d53f5601019

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

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source=arxiv_source observed=2026-08-07T00:14:47.442891Z digest=sha256:26af79b11c990df387f673e2f62813cc6f281d4f3cc05e760de9cf034cd60ce7

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

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source=arxiv_source observed=2026-08-07T00:14:47.513196Z digest=sha256:698bc20b1c5c80bf2c5b3b70aa28ad56e0c7feb17a35f6c47dcd3b7e221be70a

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:47.603480Z digest=sha256:ef411ada8377e272e3bfadf666bf0769bd886effd1428375886e6be0dcc81f4c

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:f7679a30401dcdb0d0f8a0c99787721e333d663f76068556122f449b62e149b5

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:47.772138Z digest=sha256:0220b44147f144be94bb8eb2a6ae9a05fc64331304e9254c4b9ecefe8b4feb12

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:47.829147Z digest=sha256:71596baa1826eae9d2a187b7e1f76a1c88a324378f22a40828d60d9a15abdb84

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T00:14:47.903092Z digest=sha256:2a324e2cdc97ee8bd252e67d8c4b003244ddb4158d2211264ca4a46df761ce4a

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

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source=arxiv_source observed=2026-08-07T00:14:47.974478Z digest=sha256:4df7b0a261deef42a90f68f5f1b6a7e7b44d63c5b3a9f1a5fdf1315d8b0391ad

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

source=arxiv_source observed=2026-08-07T00:14:48.062373Z digest=sha256:1d486fe37bcb7f717ade820fb63f7d8830acdf92237f08abfe85032862c566f5

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=sha256:8795688844624bfb4693ce782d5bf11c6afcf6d5f1f234ba4eafe2ab8ae18e04

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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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:d452ea0c8775d2b3a352816f96d799a1fc0ba357a963c684b9dacf48b8da328d

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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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=sha256:7ac82441b73762314fee9e79b84285eda5e129c92611effb1554dcf9e0314587

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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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:bf258c198d68f4490e7a0a8a661e1021c24d2447a48f14f3f6fad42674169863

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

source=arxiv_source observed=2026-08-07T00:14:48.431647Z digest=sha256:5361dece260edc7fadf4277868206dff85527a0eb510cb3ba7f2a5a9f04f836e

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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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=sha256:5847f4cb1b5213afa1ba623f6ceecc25b13f6dd717c786247baf7459920db6e8

Pith citing papers

No inbound Pith citation observations are available.