"adversarial machine learning" Papers

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Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing

Keltin Grimes, Marco Christiani, David Shriver et al.

ICLR 2025posterarXiv:2412.13341
6
citations

Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted

Shuaiwei Yuan, Junyu Dong, Yuezun Li

CVPR 2025posterarXiv:2505.08255
2
citations

BadRL: Sparse Targeted Backdoor Attack against Reinforcement Learning

Jing Cui, Yufei Han, Yuzhe Ma et al.

AAAI 2024paperarXiv:2312.12585
26
citations

Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining

Yudong Gao, Honglong Chen, Peng Sun et al.

ICML 2024poster

Uniformly Stable Algorithms for Adversarial Training and Beyond

Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo et al.

ICML 2024poster