Adversarial Learning

Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification JMLR 2024 Explicitly Perceiving and Preserving the Local Geometric Structures for 3D Point Cloud Attack AAAI 2024 Exploiting Class Probabilities for Black-box Sentence-level Attacks EACL 2024 Exploiting Positional Bias for Query-Agnostic Generative Content in Search ACL 2024 Exploring Adversarial Robustness of Deep State Space Models NeurIPS 2024 Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning NeurIPS 2024 Extreme Miscalibration and the Illusion of Adversarial Robustness ACL 2024 FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks AAAI 2024 FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding? NeurIPS 2024 Fairness without Demographics through Shared Latent Space-Based Debiasing AAAI 2024 Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations EMNLP 2024 Fast Adversarial Attacks on Language Models In One GPU Minute ICML 2024 Fast and Adversarial Robust Kernelized SDU Learning AISTATS 2024 Faster Repeated Evasion Attacks in Tree Ensembles NeurIPS 2024 Fast White-Box Adversarial Streaming Without a Random Oracle ICML 2024 Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification NeurIPS 2024 FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning AAAI 2024 Feedback-Guided Autonomous Driving CVPR 2024 FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor NeurIPS 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 Fight Back Against Jailbreaking via Prompt Adversarial Tuning NeurIPS 2024 Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion EACL 2024 FLIRT: Feedback Loop In-context Red Teaming EMNLP 2024 Focus on Hiders: Exploring Hidden Threats for Enhancing Adversarial Training CVPR 2024