Adversarial Learning

Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise NAACL 2024 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 XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation COLING 2024 XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024 XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks COLING 2024 3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack ICCV 2023 A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning NeurIPS 2023 AAAI New Faculty Highlights: General and Scalable Optimization for Robust AI AAAI 2023 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 ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging ICML 2023 A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification ICML 2023 Active Membership Inference Attack under Local Differential Privacy in Federated Learning AISTATS 2023 ACTIVE: Towards Highly Transferable 3D Physical Camouflage for Universal and Robust Vehicle Evasion ICCV 2023 AdaGDA: Faster Adaptive Gradient Descent Ascent Methods for Minimax Optimization AISTATS 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 Advancing Example Exploitation Can Alleviate Critical Challenges in Adversarial Training ICCV 2023 AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models ICCV 2023 Adversarial Alignment for Source Free Object Detection AAAI 2023 Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend IJCAI 2023 Adversarial Attacks on Adversarial Bandits ICLR 2023 Adversarial Attacks on Online Learning to Rank with Click Feedback NeurIPS 2023 Adversarial Bayesian Augmentation for Single-Source Domain Generalization ICCV 2023