Adversarial Learning

Causally Aware Generative Adversarial Networks for Light Pollution Control AAAI 2024 CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 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 Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024 Clarifying the Behavior and the Difficulty of Adversarial Training AAAI 2024 Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024 CMD: a framework for Context-aware Model self-Detoxification EMNLP 2024 Coarse-to-Fine Generative Model for Oracle Bone Inscriptions Inpainting ACL 2024 CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion ACL 2024 CodeFort: Robust Training for Code Generation Models EMNLP 2024 ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation NeurIPS 2024 Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval ICML 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 Conditional Backdoor Attack via JPEG Compression AAAI 2024 Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NeurIPS 2024 Constrained Diffusion Models via Dual Training NeurIPS 2024 CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection CVPR 2024 Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint) AAAI 2024 Cross-Modality Perturbation Synergy Attack for Person Re-identification NeurIPS 2024 CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024 Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature NeurIPS 2024 Curvature-Invariant Adversarial Attacks for 3D Point Clouds AAAI 2024 DAP: A Dynamic Adversarial Patch for Evading Person Detectors CVPR 2024