HiddenDetect: Detecting Jailbreak Attacks against Large Vision-Language Models via Monitoring Hidden States
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Yilei, Gao, Xinyan, Peng, Tianshuo, Tan, Yingshui, Zhu, Xiaoyong, Zheng, Bo, Yue, Xiangyu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MSR-Align: Policy-Grounded Multimodal Alignment for Safety-Aware Reasoning in Vision-Language Models
by: Xia, Yinan, et al.
Published: (2025)
by: Xia, Yinan, et al.
Published: (2025)
RapGuard: Safeguarding Multimodal Large Language Models via Rationale-aware Defensive Prompting
by: Jiang, Yilei, et al.
Published: (2024)
by: Jiang, Yilei, et al.
Published: (2024)
Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models
by: Tan, Yingshui, et al.
Published: (2025)
by: Tan, Yingshui, et al.
Published: (2025)
ConceptGuard: Proactive Safety in Text-and-Image-to-Video Generation through Multimodal Risk Detection
by: Ma, Ruize, et al.
Published: (2025)
by: Ma, Ruize, et al.
Published: (2025)
HSF: Defending against Jailbreak Attacks with Hidden State Filtering
by: Qian, Cheng, et al.
Published: (2024)
by: Qian, Cheng, et al.
Published: (2024)
Safety Alignment for Vision Language Models
by: Liu, Zhendong, et al.
Published: (2024)
by: Liu, Zhendong, et al.
Published: (2024)
QuadSentinel: Sequent Safety for Machine-Checkable Control in Multi-agent Systems
by: Yang, Yiliu, et al.
Published: (2025)
by: Yang, Yiliu, et al.
Published: (2025)
PSA-VLM: Enhancing Vision-Language Model Safety through Progressive Concept-Bottleneck-Driven Alignment
by: Liu, Zhendong, et al.
Published: (2024)
by: Liu, Zhendong, et al.
Published: (2024)
Hidden State Poisoning Attacks against Mamba-based Language Models
by: Mercier, Alexandre Le, et al.
Published: (2026)
by: Mercier, Alexandre Le, et al.
Published: (2026)
Learning to Detect Unseen Jailbreak Attacks in Large Vision-Language Models
by: Liang, Shuang, et al.
Published: (2025)
by: Liang, Shuang, et al.
Published: (2025)
Learning to Detect Unknown Jailbreak Attacks in Large Vision-Language Models
by: Liang, Shuang, et al.
Published: (2025)
by: Liang, Shuang, et al.
Published: (2025)
Bleeding Pathways: Vanishing Discriminability in LLM Hidden States Fuels Jailbreak Attacks
by: Zhang, Yingjie, et al.
Published: (2025)
by: Zhang, Yingjie, et al.
Published: (2025)
MLLM-Enhanced Face Forgery Detection: A Vision-Language Fusion Solution
by: Peng, Siran, et al.
Published: (2025)
by: Peng, Siran, et al.
Published: (2025)
Jailbreaking Attack against Multimodal Large Language Model
by: Niu, Zhenxing, et al.
Published: (2024)
by: Niu, Zhenxing, et al.
Published: (2024)
HIVE: Hidden-Evidence Verification for Hallucination Detection in Diffusion Large Language Models
by: Zhao, Guoshenghui, et al.
Published: (2026)
by: Zhao, Guoshenghui, et al.
Published: (2026)
AudioJailbreak: Jailbreak Attacks against End-to-End Large Audio-Language Models
by: Chen, Guangke, et al.
Published: (2025)
by: Chen, Guangke, et al.
Published: (2025)
DevFD: Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
by: Zhang, Tianshuo, et al.
Published: (2025)
by: Zhang, Tianshuo, et al.
Published: (2025)
Bridging Hidden States in Vision-Language Models
by: Fein-Ashley, Benjamin, et al.
Published: (2025)
by: Fein-Ashley, Benjamin, et al.
Published: (2025)
A Review of Detection, Evolution, and Data Reconstruction Strategies for False Data Injection Attacks in Power Cyber-Physical Systems
by: Bo, Xiaoyong
Published: (2025)
by: Bo, Xiaoyong
Published: (2025)
Jailbreak Attacks and Defenses Against Large Language Models: A Survey
by: Yi, Sibo, et al.
Published: (2024)
by: Yi, Sibo, et al.
Published: (2024)
AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
by: Kang, Mintong, et al.
Published: (2024)
by: Kang, Mintong, et al.
Published: (2024)
Hidden You Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Logic Chain Injection
by: Wang, Zhilong, et al.
Published: (2024)
by: Wang, Zhilong, et al.
Published: (2024)
TrajGuard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense
by: Liu, Cheng, et al.
Published: (2026)
by: Liu, Cheng, et al.
Published: (2026)
JailbreakEval: An Integrated Toolkit for Evaluating Jailbreak Attempts Against Large Language Models
by: Ran, Delong, et al.
Published: (2024)
by: Ran, Delong, et al.
Published: (2024)
CLASP: Defending Hybrid Large Language Models Against Hidden State Poisoning Attacks
by: Mercier, Alexandre Le, et al.
Published: (2026)
by: Mercier, Alexandre Le, et al.
Published: (2026)
SoK: Robustness in Large Language Models against Jailbreak Attacks
by: Xu, Feiyue, et al.
Published: (2026)
by: Xu, Feiyue, et al.
Published: (2026)
Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics
by: Zhou, Shide, et al.
Published: (2025)
by: Zhou, Shide, et al.
Published: (2025)
JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model
by: Nian, Yi, et al.
Published: (2025)
by: Nian, Yi, et al.
Published: (2025)
Unified Defense for Large Language Models against Jailbreak and Fine-Tuning Attacks in Education
by: Yi, Xin, et al.
Published: (2025)
by: Yi, Xin, et al.
Published: (2025)
Cross-Modal Obfuscation for Jailbreak Attacks on Large Vision-Language Models
by: Jiang, Lei, et al.
Published: (2025)
by: Jiang, Lei, et al.
Published: (2025)
WMamba: Wavelet-based Mamba for Face Forgery Detection
by: Peng, Siran, et al.
Published: (2025)
by: Peng, Siran, et al.
Published: (2025)
Unifying Locality of KANs and Feature Drift Compensation Projection for Data-free Replay based Continual Face Forgery Detection
by: Zhang, Tianshuo, et al.
Published: (2025)
by: Zhang, Tianshuo, et al.
Published: (2025)
Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models
by: Yi, Sibo, et al.
Published: (2025)
by: Yi, Sibo, et al.
Published: (2025)
Persona Attack: Incremental Memory Injection Jailbreak Attack against Large Language Models
by: Park, Junyoung, et al.
Published: (2026)
by: Park, Junyoung, et al.
Published: (2026)
Hidden Entity Detection from GitHub Leveraging Large Language Models
by: Gan, Lu, et al.
Published: (2025)
by: Gan, Lu, et al.
Published: (2025)
One Model Is Enough: Native Retrieval Embeddings from LLM Agent Hidden States
by: Jiang, Bo
Published: (2026)
by: Jiang, Bo
Published: (2026)
Jailbreaking Large Language Models with Morality Attacks
by: Su, Ying, et al.
Published: (2026)
by: Su, Ying, et al.
Published: (2026)
HiddenObject: Modality-Agnostic Fusion for Multimodal Hidden Object Detection
by: Song, Harris, et al.
Published: (2025)
by: Song, Harris, et al.
Published: (2025)
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts
by: Gong, Yichen, et al.
Published: (2023)
by: Gong, Yichen, et al.
Published: (2023)
RobustKV: Defending Large Language Models against Jailbreak Attacks via KV Eviction
by: Jiang, Tanqiu, et al.
Published: (2024)
by: Jiang, Tanqiu, et al.
Published: (2024)
Similar Items
-
MSR-Align: Policy-Grounded Multimodal Alignment for Safety-Aware Reasoning in Vision-Language Models
by: Xia, Yinan, et al.
Published: (2025) -
RapGuard: Safeguarding Multimodal Large Language Models via Rationale-aware Defensive Prompting
by: Jiang, Yilei, et al.
Published: (2024) -
Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models
by: Tan, Yingshui, et al.
Published: (2025) -
ConceptGuard: Proactive Safety in Text-and-Image-to-Video Generation through Multimodal Risk Detection
by: Ma, Ruize, et al.
Published: (2025) -
HSF: Defending against Jailbreak Attacks with Hidden State Filtering
by: Qian, Cheng, et al.
Published: (2024)