Adversarial Learning

LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training AAAI 2024 Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024 Language Model Detectors Are Easily Optimized Against ICLR 2024 Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NeurIPS 2024 Learning Fair Representations for Recommendation via Information Bottleneck Principle IJCAI 2024 Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training EMNLP 2024 Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms NeurIPS 2024 Learning to Transform Dynamically for Better Adversarial Transferability CVPR 2024 Let's Verify Step by Step ICLR 2024 Leveraging Optimization for Adaptive Attacks on Image Watermarks ICLR 2024 LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models ICML 2024 Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models EMNLP 2024 Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds ICLR 2024 LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack AAAI 2024 LinkPrompt: Natural and Universal Adversarial Attacks on Prompt-based Language Models NAACL 2024 LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer AAAI 2024 LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning CVPR 2024 LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks ICLR 2024 LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate AAAI 2024 LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect NeurIPS 2024 MALT Powers Up Adversarial Attacks NeurIPS 2024 Manifold Constraints for Imperceptible Adversarial Attacks on Point Clouds AAAI 2024 Masking Latent Gender Knowledge for Debiasing Image Captioning NAACL 2024 MathAttack: Attacking Large Language Models towards Math Solving Ability AAAI 2024 Membership Inference Attack Using Self Influence Functions WACV 2024