Adversarial Learning

Noise Based Deepfake Detection via Multi-Head Relative-Interaction AAAI 2023 No offence, Bert - I insult only humans! Multilingual sentence-level attack on toxicity detection networks EMNLP 2023 One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training ICML 2023 On the Robustness of Safe Reinforcement Learning under Observational Perturbations ICLR 2023 On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection ACL 2023 Outlier Robust Adversarial Training ACML 2023 PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization NeurIPS 2023 Pay Attention to the Robustness of Chinese Minority Language Models! Syllable-level Textual Adversarial Attack on Tibetan Script ACL 2023 Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability NeurIPS 2023 Phase-aware Adversarial Defense for Improving Adversarial Robustness ICML 2023 Physically Adversarial Infrared Patches With Learnable Shapes and Locations CVPR 2023 Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling CVPR 2023 Physical-World Optical Adversarial Attacks on 3D Face Recognition CVPR 2023 PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples AAAI 2023 Poisoning-Based Backdoor Attacks in Computer Vision AAAI 2023 Poisoning Retrieval Corpora by Injecting Adversarial Passages EMNLP 2023 Practical Disruption of Image Translation Deepfake Networks AAAI 2023 Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems ICML 2023 Probabilistic Categorical Adversarial Attack and Adversarial Training ICML 2023 PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts ACL 2023 Proximal Splitting Adversarial Attack for Semantic Segmentation CVPR 2023 Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification Interspeech 2023 Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models NeurIPS 2023 Raising the Cost of Malicious AI-Powered Image Editing ICML 2023 Randomized Adversarial Training via Taylor Expansion CVPR 2023