Adversarial Learning

The CLIPS System for 2022 Spoofing-Aware Speaker Verification Challenge Interspeech 2022 The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models ICLR 2022 The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022 Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022 Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems NeurIPS 2022 TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network Interspeech 2022 To Miss-Attend Is to Misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors WACV 2022 To Trust or Not To Trust Prediction Scores for Membership Inference Attacks IJCAI 2022 Toward Efficient Robust Training against Union of ℓ_p Threat Models NeurIPS 2022 Toward Robust Spiking Neural Network Against Adversarial Perturbation NeurIPS 2022 Towards Adversarially Robust Deep Image Denoising IJCAI 2022 Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ACL 2022 Towards Consistency in Adversarial Classification NeurIPS 2022 Towards Cross-speaker Reading Style Transfer on Audiobook Dataset Interspeech 2022 Towards Data-Free Model Stealing in a Hard Label Setting CVPR 2022 Towards Efficient Data Free Black-Box Adversarial Attack CVPR 2022 Towards Lightweight Black-Box Attack Against Deep Neural Networks NeurIPS 2022 Towards One Shot Search Space Poisoning in Neural Architecture Search (Student Abstract) AAAI 2022 Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias NeurIPS 2022 Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022 Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022 Towards Stronger Adversarial Baselines Through Human-AI Collaboration ACL 2022 Towards Transferable Adversarial Attacks on Vision Transformers AAAI 2022 Towards Understanding Adversarial Robustness of Optical Flow Networks CVPR 2022 Towards Understanding the Robustness Against Evasion Attack on Categorical Data ICLR 2022