Adversarial Learning

Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks NeurIPS 2022 Adversarial Authorship Attribution for Deobfuscation ACL 2022 Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach NeurIPS 2022 Adversarial Bone Length Attack on Action Recognition AAAI 2022 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022 Adversarial Classification: Necessary Conditions and Geometric Flows JMLR 2022 Adversarial Concept Erasure in Kernel Space EMNLP 2022 Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers AAAI 2022 Adversarial Eigen Attack on Black-Box Models CVPR 2022 Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022 Adversarial Explanations for Knowledge Graph Embeddings IJCAI 2022 Adversarial Interpretation of Bayesian Inference ALT 2022 Adversarial Laser Spot: Robust and Covert Physical-World Attack to DNNs ACML 2022 Adversarial Learning from Crowds AAAI 2022 Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair NAACL 2022 Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets AACL 2022 Adversarially Regularized Policy Learning Guided by Trajectory Optimization L4DC 2022 Adversarially Robust Kernel Smoothing AISTATS 2022 Adversarially Robust Learning: A Generic Minimax Optimal Learner and Characterization NeurIPS 2022 Adversarially Robust Multi-Armed Bandit Algorithm with Variance-Dependent Regret Bounds COLT 2022 Adversarially Trained Actor Critic for Offline Reinforcement Learning ICML 2022 Adversarial Masking for Self-Supervised Learning ICML 2022 Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay Interspeech 2022 Adversarial Multi-Task Learning for Disentangling Timbre and Pitch in Singing Voice Synthesis Interspeech 2022 Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis WACV 2022