Adversarial Learning

Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis ACL 2022 Adversarial Task Up-sampling for Meta-learning NeurIPS 2022 Adversarial Text-to-Speech for low-resource languages EMNLP 2022 Adversarial Texture for Fooling Person Detectors in the Physical World CVPR 2022 Adversarial training for high-stakes reliability NeurIPS 2022 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022 Adversarial Unlearning: Reducing Confidence Along Adversarial Directions NeurIPS 2022 A Fusion-Denoising Attack on InstaHide with Data Augmentation AAAI 2022 Alleviating Adversarial Attacks on Variational Autoencoders with MCMC NeurIPS 2022 Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022 An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022 APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers 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 ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation CVPR 2022 AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE ACML 2022 Attacking Video Recognition Models with Bullet-Screen Comments AAAI 2022 Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers EMNLP 2022 Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection Interspeech 2022 A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training ICLR 2022 A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks NeurIPS 2022 A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space IJCAI 2022 Backdoor Attacks on the DNN Interpretation System AAAI 2022 Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models EMNLP 2022 Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022