adversarial robustness

Improving Robustness using Generated Data NeurIPS 2021 Improving the Transferability of Adversarial Samples With Adversarial Transformations CVPR 2021 Improving VAEs' Robustness to Adversarial Attack ICLR 2021 InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective ICLR 2021 Integer programming-based error-correcting output code design for robust classification UAI 2021 Interpretable Graph Capsule Networks for Object Recognition AAAI 2021 Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks AAAI 2021 Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks ICML 2021 Kernel-convoluted Deep Neural Networks with Data Augmentation AAAI 2021 Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks ICML 2021 Large Norms of CNN Layers Do Not Hurt Adversarial Robustness AAAI 2021 Learning and certification under instance-targeted poisoning UAI 2021 Learning Diverse-Structured Networks for Adversarial Robustness ICML 2021 Learning perturbation sets for robust machine learning ICLR 2021 Local Competition and Stochasticity for Adversarial Robustness in Deep Learning AISTATS 2021 Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries ICML 2021 Make Sure You're Unsure: A Framework for Verifying Probabilistic Specifications NeurIPS 2021 Making Paper Reviewing Robust to Bid Manipulation Attacks ICML 2021 Merging Statistical Feature via Adaptive Gate for Improved Text Classification AAAI 2021 Mind the Box: l_1-APGD for Sparse Adversarial Attacks on Image Classifiers ICML 2021 MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps NeurIPS 2021 MVP-BERT: Multi-Vocab Pre-training for Chinese BERT ACL 2021 NEU: A Meta-Algorithm for Universal UAP-Invariant Feature Representation JMLR 2021 Neural Architecture Dilation for Adversarial Robustness NeurIPS 2021 Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception NeurIPS 2021