Adversarial Learning

Know Thine Enemy: Adaptive Attacks on Misinformation Detection Using Reinforcement Learning ACL 2024 k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024 LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training AAAI 2024 Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024 Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks EMNLP 2024 Learning To Generate Training Datasets for Robust Semantic Segmentation WACV 2024 LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer AAAI 2024 LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate AAAI 2024 MALT Powers Up Adversarial Attacks NeurIPS 2024 Manifold Constraints for Imperceptible Adversarial Attacks on Point Clouds AAAI 2024 Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context AAAI 2024 Masking Latent Gender Knowledge for Debiasing Image Captioning NAACL 2024 Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NeurIPS 2024 Mitigating robust overfitting via self-residual-calibration regularization (Abstract Reprint) IJCAI 2024 Mitigating Spurious Correlations via Disagreement Probability NeurIPS 2024 Mixing Gradients in Neural Networks as a Strategy To Enhance Privacy in Federated Learning WACV 2024 MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate EMNLP 2024 Mutual-Modality Adversarial Attack with Semantic Perturbation AAAI 2024 NAPGuard: Towards Detecting Naturalistic Adversarial Patches CVPR 2024 NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations WACV 2024 NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack AAAI 2024 Neural Architecture Search Finds Robust Models by Knowledge Distillation UAI 2024 Neural Style Protection: Counteracting Unauthorized Neural Style Transfer WACV 2024 Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024 Once and for All: Universal Transferable Adversarial Perturbation against Deep Hashing-Based Facial Image Retrieval AAAI 2024