Adversarial Learning

Explicit Tradeoffs between Adversarial and Natural Distributional Robustness NeurIPS 2022 Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection NeurIPS 2022 Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis AISTATS 2022 Exploring Frequency Adversarial Attacks for Face Forgery Detection CVPR 2022 Exploring Memorization in Adversarial Training ICLR 2022 Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks EMNLP 2022 Extracted BERT Model Leaks More Information than You Think! EMNLP 2022 Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training ACL 2022 Fairness-Aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models CVPR 2022 Fairness Interventions as (Dis)Incentives for Strategic Manipulation ICML 2022 FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning NeurIPS 2022 Fast AdvProp ICLR 2022 Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack ICML 2022 Fast Provably Robust Decision Trees and Boosting ICML 2022 FCA: Learning a 3D Full-Coverage Vehicle Camouflage for Multi-View Physical Adversarial Attack AAAI 2022 Feature Statistics Mixing Regularization for Generative Adversarial Networks CVPR 2022 Few-Shot Backdoor Defense Using Shapley Estimation CVPR 2022 FIBA: Frequency-Injection Based Backdoor Attack in Medical Image Analysis CVPR 2022 Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks ICLR 2022 Finding Dynamics Preserving Adversarial Winning Tickets AISTATS 2022 Finding Naturally Occurring Physical Backdoors in Image Datasets NeurIPS 2022 Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations CVPR 2022 Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization ICML 2022 Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning ACL 2022 Foiling Training-Time Attacks on Neural Machine Translation Systems EMNLP 2022