Adversarial Learning

OSLO: One-Shot Label-Only Membership Inference Attacks NeurIPS 2024 Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation AAAI 2024 Overload: Latency Attacks on Object Detection for Edge Devices CVPR 2024 PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor CVPR 2024 Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models CVPR 2024 Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World CVPR 2024 Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues ACL 2024 Prior Knowledge-Guided Adversarial Training ACL 2024 Prompt Optimization via Adversarial In-Context Learning ACL 2024 PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails ACL 2024 PubDef: Defending Against Transfer Attacks From Public Models ICLR 2024 RAFT: Realistic Attacks to Fool Text Detectors EMNLP 2024 Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts NeurIPS 2024 RAMP: Boosting Adversarial Robustness Against Multiple l_p Perturbations for Universal Robustness NeurIPS 2024 Random Entangled Tokens for Adversarially Robust Vision Transformer CVPR 2024 Ranking Manipulation for Conversational Search Engines EMNLP 2024 Reinforcement Learning-Driven LLM Agent for Automated Attacks on LLMs ACL 2024 Revisiting Adversarial Training at Scale CVPR 2024 Reward Certification for Policy Smoothed Reinforcement Learning AAAI 2024 ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization NeurIPS 2024 Robust Adversarial Reinforcement Learning via Bounded Rationality Curricula ICLR 2024 Robust exploration with adversary via Langevin Monte Carlo L4DC 2024 Robust Image Denoising through Adversarial Frequency Mixup CVPR 2024 Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024 Robustness Verification of Multi-Class Tree Ensembles AAAI 2024