Adversarial Learning

Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024 Can Simple Averaging Defeat Modern Watermarks? NeurIPS 2024 CARE: Counterfactual-Based Algorithmic Recourse for Explainable Pose Correction WACV 2024 Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces AAAI 2024 CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense NeurIPS 2024 CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024 Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models NeurIPS 2024 Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing NeurIPS 2024 C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory NeurIPS 2024 Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning ICLR 2024 ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger NAACL 2024 Clarifying the Behavior and the Difficulty of Adversarial Training AAAI 2024 Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating ACL 2024 Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition IJCAI 2024 CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models EMNLP 2024 CLIPAG: Towards Generator-Free Text-to-Image Generation WACV 2024 CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection AAAI 2024 CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors NeurIPS 2024 CodeFort: Robust Training for Code Generation Models EMNLP 2024 Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret AAAI 2024 Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking NAACL 2024 ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation NeurIPS 2024 Collaboration! Towards Robust Neural Methods for Routing Problems NeurIPS 2024 COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024 Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks AAAI 2024