adversarial defense

Adversarial Robustness through Disentangled Representations AAAI 2021 AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-Directional Metric Learning ICCV 2021 Automated Discovery of Adaptive Attacks on Adversarial Defenses NeurIPS 2021 Backdoor Attacks Against Deep Learning Systems in the Physical World CVPR 2021 Backdoor Scanning for Deep Neural Networks through K-Arm Optimization ICML 2021 Certify or Predict: Boosting Certified Robustness with Compositional Architectures ICLR 2021 Class-Disentanglement and Applications in Adversarial Detection and Defense NeurIPS 2021 CLEAR: Clean-Up Sample-Targeted Backdoor in Neural Networks ICCV 2021 Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning IJCAI 2021 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks ICLR 2021 DeepRobust: a Platform for Adversarial Attacks and Defenses AAAI 2021 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021 Defense-Friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty WACV 2021 DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks CVPR 2021 Efficient Certified Defenses Against Patch Attacks on Image Classifiers ICLR 2021 Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks AAAI 2021 Evaluating Deception Detection Model Robustness To Linguistic Variation NAACL 2021 Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network CVPR 2021 FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective NeurIPS 2021 Grey-box Adversarial Attack And Defence For Sentiment Classification NAACL 2021 Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds ICLR 2021 How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR 2021 Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021 Initiative Defense against Facial Manipulation AAAI 2021 Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks ICCV 2021