Adversarial Learning

Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task EMNLP 2022 Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios IJCAI 2022 Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion IJCAI 2022 PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning IJCAI 2022 Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NeurIPS 2022 Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack CVPR 2022 Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022 Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022 Pre-trained Adversarial Perturbations NeurIPS 2022 Principled Paraphrase Generation with Parallel Corpora ACL 2022 Probabilistically Robust Learning: Balancing Average and Worst-case Performance ICML 2022 Probing Script Knowledge from Pre-Trained Models EMNLP 2022 Programmatic Reward Design by Example AAAI 2022 Protecting Celebrities From DeepFake With Identity Consistency Transformer CVPR 2022 Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-Robust Makeup Transfer CVPR 2022 Provably Adversarially Robust Detection of Out-of-Distribution Data (Almost) for Free NeurIPS 2022 Provably Robust Adversarial Examples ICLR 2022 Pyramid Adversarial Training Improves ViT Performance CVPR 2022 Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free CVPR 2022 Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization ICML 2022 QUERY EFFICIENT DECISION BASED SPARSE ATTACKS AGAINST BLACK-BOX DEEP LEARNING MODELS ICLR 2022 RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning NeurIPS 2022 Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets NeurIPS 2022 Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks NeurIPS 2022 Random Normalization Aggregation for Adversarial Defense NeurIPS 2022