adversarial learning

Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ACL 2024 Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NeurIPS 2024 Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios ICLR 2024 Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NeurIPS 2024 Efficient Model Stealing Defense with Noise Transition Matrix CVPR 2024 Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL 2024 Error Analysis of Spherically Constrained Least Squares Reformulation in Solving the Stackelberg Prediction Game NeurIPS 2024 Estimating Barycenters of Distributions with Neural Optimal Transport ICML 2024 Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets EMNLP 2024 Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NeurIPS 2024 Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification JMLR 2024 Fairness without Demographics through Shared Latent Space-Based Debiasing AAAI 2024 Few-Shot Adversarial Prompt Learning on Vision-Language Models NeurIPS 2024 Few-Shot Generative Model for Skeleton-Based Human Action Synthesis Using Cross-Domain Adversarial Learning WACV 2024 Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! ICLR 2024 Flatness-Aware Gradient Descent for Safe Conversational AI NAACL 2024 From Coarse to Fine-Grained Open-Set Recognition CVPR 2024 From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space AAAI 2024 FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations CVPR 2024 Game-Theoretic Unlearnable Example Generator AAAI 2024 Group-wise oracle-efficient algorithms for online multi-group learning NeurIPS 2024 Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning ICLR 2024 Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack COLING 2024 HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning NeurIPS 2024 Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning AAAI 2024