Adversarial Learning

A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization ICML 2021 Backdoor Attacks Against Deep Learning Systems in the Physical World CVPR 2021 BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning IJCAI 2021 BASAR:Black-Box Attack on Skeletal Action Recognition CVPR 2021 Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions AAAI 2021 Beyond L_p Clipping: Equalization based Psychoacoustic Attacks against ASRs ACML 2021 Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression EMNLP 2021 Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search AAAI 2021 Black-Box Detection of Backdoor Attacks With Limited Information and Data ICCV 2021 calibrated adversarial training ACML 2021 Can Audio-Visual Integration Strengthen Robustness Under Multimodal Attacks? CVPR 2021 Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021 CARTL: Cooperative Adversarially-Robust Transfer Learning ICML 2021 Certified Robustness to Programmable Transformations in LSTMs EMNLP 2021 Class-Aware Robust Adversarial Training for Object Detection CVPR 2021 Class-Disentanglement and Applications in Adversarial Detection and Defense NeurIPS 2021 Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning ICML 2021 Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation EMNLP 2021 Crafting Adversarial Examples for Neural Machine Translation ACL 2021 Data-Free Universal Adversarial Perturbation and Black-Box Attack ICCV 2021 Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification AAAI 2021 Deep Neural Network Fingerprinting by Conferrable Adversarial Examples ICLR 2021 DeepRobust: a Platform for Adversarial Attacks and Defenses AAAI 2021 Defending Multimodal Fusion Models Against Single-Source Adversaries CVPR 2021 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021