Adversarial Learning

PAC-Bayesian Generalization Bounds for Adversarial Generative Models ICML 2023 Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability NeurIPS 2023 PGSS: Pitch-Guided Speech Separation AAAI 2023 Physically Adversarial Infrared Patches With Learnable Shapes and Locations CVPR 2023 Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023 PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples AAAI 2023 Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning AAAI 2023 PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout CVPR 2023 Practical Disruption of Image Translation Deepfake Networks AAAI 2023 Preserving Structural Consistency in Arbitrary Artist and Artwork Style Transfer AAAI 2023 Privacy-Preserving Adversarial Facial Features CVPR 2023 Probabilistic Categorical Adversarial Attack and Adversarial Training ICML 2023 Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More NeurIPS 2023 Proximal Splitting Adversarial Attack for Semantic Segmentation CVPR 2023 Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network AAAI 2023 Pseudo-Siamese Network based Timbre-reserved Black-box Adversarial Attack in Speaker Identification Interspeech 2023 Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 2023 QuadAttacK: A Quadratic Programming Approach to Learning Ordered Top-K Adversarial Attacks NeurIPS 2023 Randomized Adversarial Training via Taylor Expansion CVPR 2023 Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ACL 2023 Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023 Redactor: A Data-Centric and Individualized Defense against Inference Attacks AAAI 2023 Reducing Sentiment Bias in Pre-trained Sentiment Classification via Adaptive Gumbel Attack AAAI 2023 Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles AAAI 2023 Revisiting adapters with adversarial training ICLR 2023