Wang, Y.Z.[You-Ze],
Hu, W.B.[Wen-Bo],
Dong, Y.P.[Yin-Peng],
Liu, J.[Jing],
Zhang, H.W.[Han-Wang],
Hong, R.C.[Ri-Chang],
Align Is Not Enough: Multimodal Universal Jailbreak Attack Against
Multimodal Large Language Models,
CirSysVideo(35), No. 6, June 2025, pp. 5475-5488.
IEEE DOI
2506
Safety, Large language models, Watermarking, Robustness,
Biological system modeling, Visualization,
jailbreak attack
BibRef
Jeong, J.[Joonhyun],
Bae, S.[Seyun],
Jung, Y.[Yeonsung],
Hwang, J.[Jaeryong],
Yang, E.[Eunho],
Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with
Out-of-Distribution Strategy,
CVPR25(29937-29946)
IEEE DOI Code:
WWW Link.
2508
Ethics, Visualization, Uncertainty, Codes, Large language models,
Safety, Standards, Research and development, large language models,
out-of-distribution
BibRef
Yang, Z.P.[Zuo-Peng],
Fan, J.[Jiluan],
Yan, A.[Anli],
Gao, E.[Erdun],
Lin, X.[Xin],
Li, T.[Tao],
Mo, K.[Kanghua],
Dong, C.[Changyu],
Distraction is All You Need for Multimodal Large Language Model
Jailbreaking,
CVPR25(9467-9476)
IEEE DOI Code:
WWW Link.
2508
Visualization, Codes, Large language models, Buildings,
Complexity theory, Safety, Pattern recognition
BibRef
Hao, S.Y.[Shu-Yang],
Hooi, B.[Bryan],
Liu, J.[Jun],
Chang, K.W.[Kai-Wei],
Huang, Z.[Zi],
Cai, Y.J.[Yu-Jun],
Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search
for Jailbreaking Vision-Language Models,
CVPR25(19890-19899)
IEEE DOI
2508
Visualization, Systematics, Image synthesis, Semantics,
Collaboration, Closed box, Safety, Security, Optimization, vlm, jailbreak
BibRef
Wang, H.[Han],
Wang, G.[Gang],
Zhang, H.[Huan],
Steering Away from Harm: An Adaptive Approach to Defending Vision
Language Model Against Jailbreaks,
CVPR25(29947-29957)
IEEE DOI Code:
WWW Link.
2508
Training, Adaptation models, Visualization, Costs,
Data preprocessing, Resists, Vectors, Safety, vlm, adversarial attack, defense
BibRef
Ghosal, S.S.[Soumya Suvra],
Chakraborty, S.[Souradip],
Singh, V.[Vaibhav],
Guan, T.R.[Tian-Rui],
Wang, M.[Mengdi],
Beirami, A.[Ahmad],
Huang, F.[Furong],
Velasquez, A.[Alvaro],
Manocha, D.[Dinesh],
Bedi, A.S.[Amrit Singh],
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via
Inference-Time Alignment,
CVPR25(25038-25049)
IEEE DOI
2508
Training, Computational modeling, Prevention and mitigation,
Large language models, Benchmark testing, Mathematical models,
multi-modal large language model
BibRef
Xiang, Y.L.[Yong-Li],
Hong, Z.M.[Zi-Ming],
Yao, L.[Lina],
Wang, D.D.[Da-Dong],
Liu, T.L.[Tong-Liang],
Jailbreaking the Non-Transferable Barrier via Test-Time Data
Disguising,
CVPR25(30671-30681)
IEEE DOI Code:
WWW Link.
2508
Codes, Accuracy, Computational modeling, Closed box,
Intellectual property, Data models, Security, Glass box
BibRef
Chen, J.X.[Jun-Xi],
Dong, J.H.[Jun-Hao],
Xie, X.H.[Xiao-Hua],
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and
Deceptive Jailbreaking,
CVPR25(23785-23794)
IEEE DOI Code:
WWW Link.
2508
Training, Threat modeling, Image synthesis, Text to image,
Diffusion models, Controllability, Security, Trojan horses,
jailbreaking
BibRef
Li, Y.F.[Yi-Fan],
Guo, H.[Hangyu],
Zhou, K.[Kun],
Zhao, W.X.[Wayne Xin],
Wen, J.R.[Ji-Rong],
Images are Achilles' Heel of Alignment: Exploiting Visual
Vulnerabilities for Jailbreaking Multimodal Large Language Models,
ECCV24(LXXIII: 174-189).
Springer DOI
2412
BibRef
Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Video Question Answering, Movies, Spatio-Temporal, Query, VQA .