Adversarial Learning

Gradual (In)Compatibility of Fairness Criteria AAAI 2022 Handcrafted Backdoors in Deep Neural Networks NeurIPS 2022 Hardness of Learning a Single Neuron with Adversarial Label Noise AISTATS 2022 Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks AAAI 2022 How Sampling Impacts the Robustness of Stochastic Neural Networks NeurIPS 2022 How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. EMNLP 2022 Improved Generalization Bounds for Adversarially Robust Learning JMLR 2022 Improved Gradient-Based Adversarial Attacks for Quantized Networks AAAI 2022 Improved techniques for deterministic l2 robustness NeurIPS 2022 Improved Text Classification via Contrastive Adversarial Training AAAI 2022 Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022 Improving Adversarial Robustness via Mutual Information Estimation ICML 2022 Improving Adversarial Transferability via Neuron Attribution-Based Attacks CVPR 2022 Improving Bayesian Neural Networks by Adversarial Sampling AAAI 2022 Improving Generative Adversarial Networks via Adversarial Learning in Latent Space NeurIPS 2022 Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors NeurIPS 2022 Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients IJCAI 2022 Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022 Increasing Confidence in Adversarial Robustness Evaluations NeurIPS 2022 Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples NeurIPS 2022 InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples COLING 2022 Instability and Local Minima in GAN Training with Kernel Discriminators NeurIPS 2022 Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022 Invariance-Aware Randomized Smoothing Certificates NeurIPS 2022 Is L^2 Physics Informed Loss Always Suitable for Training Physics Informed Neural Network? NeurIPS 2022