adversarial learning

Finding Naturally Occurring Physical Backdoors in Image Datasets NeurIPS 2022 Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget NeurIPS 2022 Foiling Training-Time Attacks on Neural Machine Translation Systems EMNLP 2022 Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback NeurIPS 2022 FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022 gDNA: Towards Generative Detailed Neural Avatars CVPR 2022 Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022 Graph-Relational Domain Adaptation ICLR 2022 Handcrafted Backdoors in Deep Neural Networks NeurIPS 2022 Hard to Forget: Poisoning Attacks on Certified Machine Unlearning AAAI 2022 Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks AAAI 2022 How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection ICML 2022 Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) AAAI 2022 Imitation Learning from Observations under Transition Model Disparity ICLR 2022 Improved Generalization Bounds for Adversarially Robust Learning JMLR 2022 Improving Generative Adversarial Networks via Adversarial Learning in Latent Space NeurIPS 2022 Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022 InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples COLING 2022 Interpreting the Robustness of Neural NLP Models to Textual Perturbations ACL 2022 ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022 Learning Adversarial Markov Decision Processes with Delayed Feedback AAAI 2022 Learning Disentangled Representations of Negation and Uncertainty ACL 2022 Learning Disentangled Textual Representations via Statistical Measures of Similarity ACL 2022 Learning Human Driving Behaviors with Sequential Causal Imitation Learning AAAI 2022 Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits ICML 2022