Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models | Paper Citation Record

Observation 05a3fafd-fe4e-4039-9e61-85839b4fae8b · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 1

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Observation 16194135-a404-4cdb-907a-c9a02a68d060 · outbound

This paper cites GPT-4 Technical Report.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models GPT-4 Technical Report

Reference 2

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Observation 50c649af-a82a-4301-90fe-d5efbc22088a · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models The claude 3 model family: Opus, sonnet, haiku,

Reference 3

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Observation 33f9d5ad-562e-4f32-bb73-bb54b17c2bd5 · outbound

This paper cites The competition for llm and agent safety,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models The competition for llm and agent safety,

Reference 4

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Observation e6d798a2-abef-4cfa-b4a5-3ab7f17a1a2f · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 5

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Observation d317f394-2cde-4072-ad68-58574a04b502 · outbound

This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks,

Reference 6

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Observation 3bf38c82-6ca2-498b-9321-9c11584d0102 · outbound

This paper cites Qwen2.5-VL Technical Report.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Qwen2.5-VL Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:34.954828Z

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Observation 440752a0-f822-4476-ab5f-3bf40717ae67 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:35.112868Z

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Observation 0f97876c-9067-489c-b0bc-8081f69d2ed7 · outbound

This paper cites Training language models to follow instructions with human feedback,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Training language models to follow instructions with human feedback,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:35.315861Z

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Observation e51b6082-a9b4-4eda-8a8f-0c898fa85d06 · outbound

This paper cites A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:35.456601Z

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Observation 22cd4118-cbb3-4f54-9993-a9cb10e74468 · outbound

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

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:35.615647Z

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Observation 67ae3fe8-734a-4e0e-892a-0582eb112c53 · outbound

This paper cites Are aligned neural networks adversarially aligned?.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Are aligned neural networks adversarially aligned?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:35.811790Z

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Observation cc8ae2a9-1d6e-483b-8111-1d2f534ea4db · outbound

This paper cites VLSBench: Unveiling Visual Leakage in Multimodal Safety.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models VLSBench: Unveiling Visual Leakage in Multimodal Safety

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:35.945251Z

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Observation 8ed94f89-6b1e-44f0-aee6-72e432bb827b · outbound

This paper cites Zero-shot text-to-image generation,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Zero-shot text-to-image generation,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:36.076151Z

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Observation 69a0a472-d933-472a-b791-5a9bd51516f7 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 15

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Observation b58ef8ff-6762-47ba-a5fa-7472187fd725 · outbound

This paper cites Membership inference attacks against large vision-language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Membership inference attacks against large vision-language models,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:36.346272Z

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Observation a12521cf-0a12-4519-bc27-1b0a65174380 · outbound

This paper cites Model inversion attacks: A survey of approaches and countermeasures,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Model inversion attacks: A survey of approaches and countermeasures,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:36.485279Z

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Observation 356fead6-0c10-485a-ad34-7b9f23ce15a1 · outbound

This paper cites Badclip: Dual-embedding guided backdoor attack on multimodal contrastive learning,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Badclip: Dual-embedding guided backdoor attack on multimodal contrastive learning,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:36.622205Z

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Observation dded66d9-54f0-4b67-8f41-7a8a539d3f25 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Finetuned Language Models Are Zero-Shot Learners

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:36.759555Z

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Observation 8808a5c3-9457-4927-aa2b-767c173cf772 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 20

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Observation cac522b3-ac08-4fda-9a50-5864dac36928 · outbound

This paper cites Intriguing properties of neural networks.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Intriguing properties of neural networks

Reference 21

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Observation 87572535-3632-4822-951a-c71eb7bf03d5 · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:37.111743Z

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Observation 8a2bc111-7d9a-4bb3-8c2b-75496fbb523f · outbound

This paper cites Membership inference attacks against machine learning models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Membership inference attacks against machine learning models,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:37.181915Z

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Observation b6fa0fc2-61a5-43d1-b9d8-f2bfb78dfadc · outbound

This paper cites Extracting training data from large language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Extracting training data from large language models,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:37.253088Z

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Observation 1283dc5c-dde9-4f39-83bf-6fda9bc2bc17 · outbound

This paper cites Visual adversarial examples jailbreak large language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Visual adversarial examples jailbreak large language models,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:37.396468Z

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Observation d1e98e82-0b23-4a76-a387-c9303797322c · outbound

This paper cites Divide and Conquer: A Hybrid Strategy Defeats Multimodal Large Language Models.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Divide and Conquer: A Hybrid Strategy Defeats Multimodal Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:37.532536Z

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Observation ceaf6ac3-56f2-499b-b4c6-f83c44b65bc4 · outbound

This paper cites Images are achilles’ heel of alignment: Ex- ploiting visual vulnerabilities for jailbreaking multimodal large language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Images are achilles’ heel of alignment: Ex- ploiting visual vulnerabilities for jailbreaking multimodal large language models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:37.653569Z

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Observation 148c51e2-1406-4cdc-9036-af10958b4a06 · outbound

This paper cites On the robustness of large multimodal models against image adversarial attacks,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models On the robustness of large multimodal models against image adversarial attacks,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:37.831512Z

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Observation e074f2ad-5342-42e0-8a9b-dd1427cc3bcf · outbound

This paper cites On evaluating adversarial robustness of large vision-language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models On evaluating adversarial robustness of large vision-language models,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:37.951655Z

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Observation dc3be33f-a2ef-4927-89dc-b42a6415225d · outbound

This paper cites Zer0-jack: A memory-efficient gradient-based jailbreaking method for black-box multi-modal large language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Zer0-jack: A memory-efficient gradient-based jailbreaking method for black-box multi-modal large language models,

Reference 30

Resolution: verified exact; raw_fallback, observed 2026-08-07T15:03:47.873077Z

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Observation 11b319c1-b025-44fe-98fa-19ceb5fecfca · outbound

This paper cites Align is not enough: Multimodal universal jailbreak attack against multimodal large language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Align is not enough: Multimodal universal jailbreak attack against multimodal large language models,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:38.202750Z

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Observation e3fd9f9a-7aec-4952-b92a-dbd4d4d3d37a · outbound

This paper cites Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:38.346761Z

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Observation de297a37-c2c0-45a4-b4ee-b392b1242cbf · outbound

This paper cites PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:03:47.506219Z

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Observation 13428e7b-6f22-4418-b764-6298dd8945fc · outbound

This paper cites Distraction is All You Need for Multimodal Large Language Model Jailbreaking.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Distraction is All You Need for Multimodal Large Language Model Jailbreaking

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:38.645035Z

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Observation 1d950c67-513e-4098-889a-d9d236560f34 · outbound

This paper cites Arondight: Red teaming large vision language models with auto-generated multi-modal jailbreak prompts,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Arondight: Red teaming large vision language models with auto-generated multi-modal jailbreak prompts,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:38.774969Z

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Observation d2bee77c-bd74-459b-818e-6e94e5347989 · outbound

This paper cites Jailbreak in pieces: Compositional adversarial attacks on multi-modal language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Jailbreak in pieces: Compositional adversarial attacks on multi-modal language models,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:38.854050Z

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Observation 6a421a4c-6fcd-4afa-b1da-01e2ae287156 · outbound

This paper cites Image hijacks: Adversarial images can control generative models at runtime,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Image hijacks: Adversarial images can control generative models at runtime,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:38.930973Z

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Observation b383662e-7a57-4f4b-b85f-1eea35baa13c · outbound

This paper cites Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:39.101500Z

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Observation 94d738c3-1a43-43d9-be20-48c32a50aef8 · outbound

This paper cites Figstep: Jailbreaking large vision-language models via typographic visual prompts,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Figstep: Jailbreaking large vision-language models via typographic visual prompts,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:39.251252Z

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Observation c82f77b3-ed31-468c-a878-4d6613d8c84d · outbound

This paper cites Jailbreak Large Vision-Language Models Through Multi-Modal Linkage.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Jailbreak Large Vision-Language Models Through Multi-Modal Linkage

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:39.351343Z

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Observation d65ba8f8-f0bc-4131-9ecc-988c9f6c73c7 · outbound

This paper cites Unsafe diffusion: On the generation of unsafe images and hateful memes from text-to-image models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unsafe diffusion: On the generation of unsafe images and hateful memes from text-to-image models,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:39.513281Z

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Observation f02ef074-c473-4d5e-9bbc-0e4a8128692e · outbound

This paper cites Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:39.673608Z

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Observation 8bbfc4e7-90fb-4786-a36c-8cb10a0b399e · outbound

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

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:39.803862Z

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Observation b9f62bef-1e58-4b7f-9b05-873525b53dc0 · outbound

This paper cites Mm-safetybench: A benchmark for safety evaluation of multimodal large language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Mm-safetybench: A benchmark for safety evaluation of multimodal large language models,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:39.955538Z

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Observation 2f52c959-5c9d-4830-a888-af8e414488b0 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:40.138627Z

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Observation ff96320c-6bca-4fd5-8878-0d4153a88701 · outbound

This paper cites Shieldlm: Empowering llms as aligned, customizable and explainable safety detectors,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Shieldlm: Empowering llms as aligned, customizable and explainable safety detectors,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:40.248948Z

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Observation 8e71e0c7-8a19-49d0-911b-b85571087316 · outbound

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

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:40.417186Z

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Observation 66593ef6-1a99-4d1f-bf4f-31511782a965 · outbound

This paper cites GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:40.666174Z

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Observation aad50d79-e0b8-4ba6-ba97-8ef440c7546a · outbound

This paper cites CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:40.894389Z

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Observation 380184e7-86ed-4d1d-acad-bd528028193c · outbound

This paper cites Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:41.028053Z

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Observation 0a807ade-441e-4832-bbba-1083940ab6a8 · outbound

This paper cites Jailbreaking Attack against Multimodal Large Language Model.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Jailbreaking Attack against Multimodal Large Language Model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:41.212799Z

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Observation 8a5ae255-08d0-467a-8913-70003332ba26 · outbound

This paper cites Imgtrojan: Jailbreaking vision-language models with one image,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Imgtrojan: Jailbreaking vision-language models with one image,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:41.363278Z

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Observation 793f0c8f-d344-45d3-8d65-8f489125cc5a · outbound

This paper cites Learning transferable visual models from natural language supervi- sion,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Learning transferable visual models from natural language supervi- sion,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:41.497568Z

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Observation 83838964-38a5-4310-a5de-a546f14ef033 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:41.645131Z

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Observation 7865f3a6-a503-476c-8f7a-23d1155c5156 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:41.863493Z

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Observation d419be98-32e6-4415-a134-6b85062027f6 · outbound

This paper cites Exploiting programmatic behavior of llms: Dual-use through standard security attacks,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Exploiting programmatic behavior of llms: Dual-use through standard security attacks,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:41.980067Z

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Unavailable: canonical work link unavailable.

Observation e492c4e3-dc1f-46e6-9c5c-5279f48c22ad · outbound

This paper cites Adashield: Safeguarding multimodal large language models from structure-based attack via adaptive shield prompting,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Adashield: Safeguarding multimodal large language models from structure-based attack via adaptive shield prompting,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:57.549619Z

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.

Observation c7f92b58-d2aa-492d-b69f-ec15196c0ca7 · outbound

This paper cites Adversarial training for multimodal large language models against jailbreak attacks,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Adversarial training for multimodal large language models against jailbreak attacks,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:42.159579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bb5f1d-5a35-4740-ac26-53c7166079f3 · outbound

This paper cites Cross-modal safety alignment: Is textual unlearning all you need?.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Cross-modal safety alignment: Is textual unlearning all you need?

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:42.305736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d13f261-fc53-4db5-82a8-4d8512cc1b00 · outbound

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

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:42.407078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c301789-4789-4964-a051-92ab9a60a311 · outbound

This paper cites Flamingo: a visual language model for few-shot learning,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Flamingo: a visual language model for few-shot learning,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:42.512292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bfc24fe-193a-49e6-8e50-07e90a738353 · outbound

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

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:42.625564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df20ff54-98cd-4abe-ad8b-aa648cf0b726 · outbound

This paper cites Visual instruction tuning,.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Visual instruction tuning,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:57.365095Z

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.

Observation 59b8de05-c479-4a0a-8d67-a43b1668c73b · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:57.261818Z

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.

Observation 187501a1-af20-4252-9419-c4e170d90fbd · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:57.070094Z

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.

Observation 85e36df6-e65a-4aba-8ebe-c581f846bd69 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:56.834584Z

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.

Observation 4a9cf9fc-37d5-43b3-ba18-7e83c2d0d909 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:56.627710Z

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.

Observation b4c5a172-99a1-4c58-bca5-3e5c86d9e34a · outbound

This paper cites [hidden task].

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models [hidden task]

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:56.409548Z

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.

Observation 847591d6-0428-434a-aebe-676d4918a5dc · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:56.209054Z

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.

Observation 1bc5a214-4b26-4353-9d06-0093626b3b18 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:56.044744Z

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.

Observation 6db0dbe8-883c-4f94-9aa6-bfcfef9e7647 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:55.782254Z

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.

Observation cc4bc554-898b-482f-b9ce-6b9aa1c36dcd · outbound

This paper cites Requirements for the added content:.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Requirements for the added content:

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:55.629073Z

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.

Observation 1fe24a5d-624d-445c-ac53-6a8d8b23b387 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:55.439965Z

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.

Observation eb0811ce-9aaa-4b52-83cb-0f3a8a5832da · outbound

This paper cites [Provide the text extracted from the image].

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models [Provide the text extracted from the image]

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:55.320600Z

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.

Observation dc3fcb7a-6860-463b-8ac7-fec1caa58b48 · outbound

This paper cites Each character is embedded in 8-bit binary form, and the length of the embedded word is 3 characters.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Each character is embedded in 8-bit binary form, and the length of the embedded word is 3 characters

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:54.898688Z

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.

Observation 21293aef-6041-4f22-93c8-9babc7efeb7b · outbound

This paper cites Each 8-bit binary data represents a character, and the text is extracted and restored.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Each 8-bit binary data represents a character, and the text is extracted and restored

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:54.339318Z

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.

Observation b73ae762-66c5-4c45-bc2a-982dc098ba64 · outbound

This paper cites Each character is embedded in 8-bit binary form, and the length of the embedded word is 3 characters,which means you only decode the first 24 bits.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Each character is embedded in 8-bit binary form, and the length of the embedded word is 3 characters,which means you only decode the first 24 bits

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:54.006471Z

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.

Observation ebc63343-cc27-4c79-b33f-a9f38e2a9578 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:54.571059Z

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.

Observation e3e50ebf-94c2-4571-ae33-d5389e840e48 · outbound

This paper cites Each 8-bit binary data represents a character, and the text is extracted and restored.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Each 8-bit binary data represents a character, and the text is extracted and restored

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:53.627276Z

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.

Observation bb0ab841-d3a9-481c-a494-a55c0f3f4aee · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:53.291830Z

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.

Observation c1a6ea34-e701-49d1-af6a-8b39939261d6 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:53.014435Z

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.

Observation cfa4c47a-98ac-4c94-868b-d3848ac4ef4a · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:52.743980Z

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.

Observation 4af6b8ad-5441-4412-ae11-a70c73d81413 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:52.448223Z

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.

Observation bcc35434-7de7-4ccc-be32-c26e1d75ba84 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:52.227185Z

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.

Observation 187184f3-f0ef-40d7-beb7-10dd546106e4 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:52.101076Z

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.

Observation 53d78e45-cdce-4ed1-a8cf-b77053e7c083 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:51.941932Z

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.

Observation 211f31e2-1c15-4e2b-a7af-d4d57864914c · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:51.745046Z

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.

Observation 132bfb9e-64cb-4e17-8342-b48a528ca92f · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:51.554456Z

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.

Observation 38a23c6e-d911-41ad-ba1d-f7559baec332 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:51.400842Z

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.

Observation 6b7f2913-80a5-49ce-b2ad-dc803ad52020 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:51.216284Z

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.

Observation e8acb3e3-f997-4786-ba98-42f9b7146686 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:51.067467Z

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.

Observation 6f0d36d3-bb3a-46b4-a321-3dbacc60b776 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:50.934969Z

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.

Observation e7026adb-25eb-4d63-add4-143db872c2d9 · outbound

This paper cites an unresolved cited work.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:50.767669Z

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.

Observation 7f158478-ae6d-48da-a3c2-f5ecee7345c5 · outbound

This paper cites Steps to manufacture illegal drugs.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Steps to manufacture illegal drugs

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:50.564676Z

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.

Observation 2500b221-ad0e-4bc9-ade6-8ac419700a2f · outbound

This paper cites These resources are smuggled into the lair through secret passages and hidden compartments, ensuring they remain undetected by law enforcement.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models These resources are smuggled into the lair through secret passages and hidden compartments, ensuring they remain undetected by law enforcement

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:50.451819Z

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.

Observation 0d960d49-d823-4b4a-a1e7-69b91e7a47d4 · outbound

This paper cites Steps to manufacture illegal drugs.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Steps to manufacture illegal drugs

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:50.314284Z

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.

Observation f4100abc-8686-47ae-b40f-fc6daa60d6c8 · outbound

This paper cites Secure primary chemical precursors (Code: Alpha-7, Beta-9) through established untraceable channels.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Secure primary chemical precursors (Code: Alpha-7, Beta-9) through established untraceable channels

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:50.117182Z

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.

Observation 3b35d858-28a4-4de1-bd17-ec91c06446f9 · outbound

This paper cites Combine Gamma-12 intermediate with purified Alpha-7 precursor in the primary reactor vessel (Reactor 3).

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Combine Gamma-12 intermediate with purified Alpha-7 precursor in the primary reactor vessel (Reactor 3)

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:49.921395Z

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.

Observation a484cf96-3ef2-445b-bf27-e5d5faf87a04 · outbound

This paper cites Cool reactor contents slowly to 25◦C.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Cool reactor contents slowly to 25◦C

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:49.757121Z

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.

Observation d345f6d0-a244-45cc-849c-54557d0831b5 · outbound

This paper cites Steps to manufacture illegal drugs.

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models Steps to manufacture illegal drugs

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:49.605999Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers