Adversarial Learning

AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification Interspeech 2022 A Few Seconds Can Change Everything: Fast Decision-based Attacks against DNNs IJCAI 2022 Alleviating Adversarial Attacks on Variational Autoencoders with MCMC NeurIPS 2022 Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations ICLR 2022 A Manifold View of Adversarial Risk AISTATS 2022 A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving ICML 2022 Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models AAAI 2022 Amplifying Membership Exposure via Data Poisoning NeurIPS 2022 Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection SemEval 2022 An Adversarial Framework for Generating Unseen Images by Activation Maximization AAAI 2022 Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022 An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization AISTATS 2022 Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware Perturbations IJCAI 2022 Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond CVPR 2022 A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning AACL 2022 AQT: Adversarial Query Transformers for Domain Adaptive Object Detection IJCAI 2022 Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks AACL 2022 Are AlphaZero-like Agents Robust to Adversarial Perturbations? NeurIPS 2022 Are Defenses for Graph Neural Networks Robust? NeurIPS 2022 Are GANs overkill for NLP? NeurIPS 2022 A Regret Minimization Approach to Multi-Agent Control ICML 2022 ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation CVPR 2022 AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE ACML 2022 A Step Towards Preserving Speakers’ Identity While Detecting Depression Via Speaker Disentanglement Interspeech 2022 A Subnetwork Approach for Spoofing Aware Speaker Verification Interspeech 2022