Adversarial Learning

Wide Two-Layer Networks can Learn from Adversarial Perturbations NeurIPS 2024 WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models NeurIPS 2024 XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024 Aambela at BLP-2023 Task 2: Enhancing BanglaBERT Performance for Bangla Sentiment Analysis Task with In Task Pretraining and Adversarial Weight Perturbation EMNLP 2023 A Black-Box Attack on Code Models via Representation Nearest Neighbor Search EMNLP 2023 Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation AAAI 2023 Advancing Deep Metric Learning With Adversarial Robustness ACML 2023 Adversarial Counterfactual Visual Explanations CVPR 2023 Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract) IJCAI 2023 Adversarial Imitation Learning with Preferences ICLR 2023 Adversarial Learning of Intermediate Acoustic Feature for End-to-End Lightweight Text-to-Speech Interspeech 2023 Adversarial Multi-task Learning for End-to-end Metaphor Detection ACL 2023 Adversarial Parameter Attack on Deep Neural Networks ICML 2023 Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness AAAI 2023 Adversarial Robustness via Random Projection Filters CVPR 2023 Adversarial Self-Attention for Language Understanding AAAI 2023 Adversarial Text Generation by Search and Learning EMNLP 2023 Adversarial Textual Robustness on Visual Dialog ACL 2023 Adversarial Training for Low-Resource Disfluency Correction ACL 2023 Adversarial Weight Perturbation Improves Generalization in Graph Neural Networks AAAI 2023 Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023 AEC-GAN: Adversarial Error Correction GANs for Auto-Regressive Long Time-Series Generation AAAI 2023 AGAIN: Adversarial Training With Attribution Span Enlargement and Hybrid Feature Fusion CVPR 2023 A GAN Speech Inpainting Model for Audio Editing Software Interspeech 2023 A Large-Scale Robustness Analysis of Video Action Recognition Models CVPR 2023