Adversarial Learning

Don’t Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text ACL 2023 Dynamic Generative Targeted Attacks With Pattern Injection CVPR 2023 Effective Ambiguity Attack Against Passport-Based DNN Intellectual Property Protection Schemes Through Fully Connected Layer Substitution CVPR 2023 Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning NeurIPS 2023 Efficient Decision-based Black-box Patch Attacks on Video Recognition ICCV 2023 Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration ICML 2023 Enhancing Adversarial Robustness via Score-Based Optimization NeurIPS 2023 Enhancing the Self-Universality for Transferable Targeted Attacks CVPR 2023 Evading DeepFake Detectors via Adversarial Statistical Consistency CVPR 2023 Evaluating Adversarial Robustness of Low dose CT Recovery MIDL 2023 Expanding Scope: Adapting English Adversarial Attacks to Chinese ACL 2023 Explicit Intensity Control for Accented Text-to-speech Interspeech 2023 Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness ICLR 2023 Exploring Geometry of Blind Spots in Vision models NeurIPS 2023 Exploring Robust Overfitting for Pre-trained Language Models ACL 2023 Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions JMLR 2023 Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion Interspeech 2023 F&F Attack: Adversarial Attack against Multiple Object Trackers by Inducing False Negatives and False Positives ICCV 2023 From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework ACL 2023 Global-Local Characteristic Excited Cross-Modal Attacks from Images to Videos AAAI 2023 Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers EMNLP 2023 Hierarchical Randomized Smoothing NeurIPS 2023 HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text NeurIPS 2023 Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs Through a Global Prompt Hacking Competition EMNLP 2023 ImageNet Pre-training Also Transfers Non-robustness AAAI 2023