Adversarial Learning

DarkSAM: Fooling Segment Anything Model to Segment Nothing NeurIPS 2024 DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models AAAI 2024 Data Free Backdoor Attacks NeurIPS 2024 Data-Free Hard-Label Robustness Stealing Attack AAAI 2024 Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition NeurIPS 2024 Decoupled Kullback-Leibler Divergence Loss NeurIPS 2024 Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing EMNLP 2024 Defending Object Detection Models Against Image Distortions WACV 2024 Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization CVPR 2024 Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay CVPR 2024 Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models NeurIPS 2024 Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers NeurIPS 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 Diffusion Models Meet Image Counter-Forensics WACV 2024 Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NeurIPS 2024 Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks AAAI 2024 Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing CVPR 2024 Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better ACL 2024 DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers EMNLP 2024 DRF: Improving Certified Robustness via Distributional Robustness Framework AAAI 2024 Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images NeurIPS 2024 EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection CVPR 2024 Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NeurIPS 2024