Adversarial Learning

Detection Defenses: An Empty Promise Against Adversarial Patch Attacks on Optical Flow WACV 2024 DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space AAAI 2024 DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection CVPR 2024 DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification NeurIPS 2024 DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model NeurIPS 2024 Diffusion Imitation from Observation NeurIPS 2024 Diffusion Models are Certifiably Robust Classifiers NeurIPS 2024 Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance ICML 2024 Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies NeurIPS 2024 Diffusion-Reward Adversarial Imitation Learning NeurIPS 2024 Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding NAACL 2024 Discounted Adaptive Online Learning: Towards Better Regularization ICML 2024 Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search ICLR 2024 Disrupting Diffusion-based Inpainters with Semantic Digression IJCAI 2024 Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing CVPR 2024 Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024 Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ACL 2024 DomainInv: Domain Invariant Fine Tuning and Adversarial Label Correction For Unsupervised QA Domain Adaptation ACL 2024 Don’t be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks NAACL 2024 Doubly Perturbed Task Free Continual Learning AAAI 2024 Doubly Robust Instance-Reweighted Adversarial Training ICLR 2024 DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers EMNLP 2024 DRF: Improving Certified Robustness via Distributional Robustness Framework AAAI 2024 Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning NeurIPS 2024 DualPure: An Efficient Adversarial Purification Method for Speech Command Recognition Interspeech 2024