Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging von Jia, Xiaojun, Chen, Yuefeng, Mao, Xiaofeng, Duan, Ranjie, Gu, Jindong, Zhang, Rong, Xue, Hui, Liu, Yang, Cao, Xiaochun

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Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation von Zhao, Shiji, Duan, Ranjie, Wang, Xizhe, Wei, Xingxing

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PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization von Cheng, Ruoxi, Ding, Yizhong, Cao, Shuirong, Duan, Ranjie, Jia, Xiaoshuang, Yuan, Shaowei, Wang, Zhiqiang, Jia, Xiaojun

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Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models von Teng, Ma, Xiaojun, Jia, Ranjie, Duan, Xinfeng, Li, Yihao, Huang, Zhixuan, Chu, Yang, Liu, Wenqi, Ren

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HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models von Gao, Sensen, Jia, Xiaojun, Huang, Yihao, Duan, Ranjie, Gu, Jindong, Bai, Yang, Liu, Yang, Guo, Qing

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Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency von Zhao, Shiji, Duan, Ranjie, Wang, Fengxiang, Chen, Chi, Kang, Caixin, Tao, Jialing, Chen, YueFeng, Xue, Hui, Wei, Xingxing

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Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging von Jia, Xiaojun, Chen, Yuefeng, Mao, Xiaofeng, Duan, Ranjie, Gu, Jindong, Zhang, Rong, Xue, Hui, Cao, Xiaochun

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Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training von Qi, Gege, Chen, Yuefeng, Mao, Xiaofeng, Jia, Xiaojun, Duan, Ranjie, Zhang, Rong, Xue, Hui

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MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue von Wang, Fengxiang, Duan, Ranjie, Xiao, Peng, Jia, Xiaojun, Zhao, Shiji, Wei, Cheng, Chen, YueFeng, Wang, Chongwen, Tao, Jialing, Su, Hang, Zhu, Jun, Xue, Hui

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Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation von Zhao, Shiji, Duan, Ranjie, Wang, Xizhe, Wei, Xingxing

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Enhance the Visual Representation via Discrete Adversarial Training von Mao, Xiaofeng, Chen, Yuefeng, Duan, Ranjie, Zhu, Yao, Qi, Gege, Ye, Shaokai, Li, Xiaodan, Zhang, Rong, Xue, Hui

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AdvDrop: Adversarial Attack to DNNs by Dropping Information von Duan, Ranjie, Chen, Yuefeng, Niu, Dantong, Yang, Yun, Qin, A. K, He, Yuan

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Towards Robust Vision Transformer von Mao, Xiaofeng, Qi, Gege, Chen, Yuefeng, Li, Xiaodan, Duan, Ranjie, Ye, Shaokai, He, Yuan, Xue, Hui

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Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink von Duan, Ranjie, Mao, Xiaofeng, Qin, A. K, Yang, Yun, Chen, Yuefeng, Ye, Shaokai, He, Yuan

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PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization von Cheng, Ruoxi, Ding, Yizhong, Cao, Shuirong, Duan, Ranjie, Jia, Xiaoshuang, Yuan, Shaowei, Wang, Zhiqiang, Jia, Xiaojun

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HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models von Gao, Sensen, Jia, Xiaojun, Huang, Yihao, Duan, Ranjie, Gu, Jindong, Bai, Yang, Liu, Yang, Guo, Qing

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Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models von Teng, Ma, Jia Xiaojun, Duan Ranjie, Li, Xinfeng, Huang Yihao, Chu Zhixuan, Liu, Yang, Ren Wenqi

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Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles von Duan, Ranjie, Ma, Xingjun, Wang, Yisen, Bailey, James, Qin, A. K, Yang, Yun

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MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue von Wang, Fengxiang, Duan, Ranjie, Xiao, Peng, Jia, Xiaojun, Chen, YueFeng, Wang, Chongwen, Tao, Jialing, Su, Hang, Zhu, Jun, Xue, Hui

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Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging von Jia, Xiaojun, Chen, Yuefeng, Mao, Xiaofeng, Duan, Ranjie, Gu, Jindong, Zhang, Rong, Xue, Hui, Cao, Xiaochun

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