Adversarial Learning

Adversarial Semantic Collisions EMNLP 2020 Adversarial Separation Network for Speaker Recognition Interspeech 2020 Adversarial Training for Commonsense Inference ACL 2020 Adversarial Transformations for Semi-Supervised Learning AAAI 2020 Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization CVPR 2020 Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks AAAI 2020 A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES ICLR 2020 A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories AAAI 2020 A principled approach for generating adversarial images under non-smooth dissimilarity metrics AISTATS 2020 A Robust Adversarial Training Approach to Machine Reading Comprehension AAAI 2020 A Self-supervised Approach for Adversarial Robustness CVPR 2020 Attack to Explain Deep Representation CVPR 2020 Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning AAAI 2020 Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020 Backpropagating Linearly Improves Transferability of Adversarial Examples NeurIPS 2020 Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract) AAAI 2020 Beyond Digital Domain: Fooling Deep Learning Based Recognition System in Physical World AAAI 2020 Boosting the Transferability of Adversarial Samples via Attention CVPR 2020 BREAKING CERTIFIED DEFENSES: SEMANTIC ADVERSARIAL EXAMPLES WITH SPOOFED ROBUSTNESS CERTIFICATES ICLR 2020 CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator AAAI 2020 Calibrated Surrogate Losses for Adversarially Robust Classification COLT 2020 CD-UAP: Class Discriminative Universal Adversarial Perturbation AAAI 2020 Certified Defense to Image Transformations via Randomized Smoothing NeurIPS 2020 Clean-Label Backdoor Attacks on Video Recognition Models CVPR 2020 ColorFool: Semantic Adversarial Colorization CVPR 2020