adversarial learning

BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models CVPR 2025 BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance ACL 2025 Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models NAACL 2025 Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ACL 2025 Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations EMNLP 2025 Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning AAAI 2025 Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment AAAI 2025 Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models NAACL 2025 CAARMA: Class Augmentation with Adversarial Mixup Regularization EMNLP 2025 Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ACL 2025 Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices CVPR 2025 CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift AAAI 2025 CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ACL 2025 Claim-Guided Textual Backdoor Attack for Practical Applications NAACL 2025 Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025 Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing ICLR 2025 CoSDA: Enhancing the Robustness of Inversion-based Generative Image Watermarking Framework AAAI 2025 DAMAGE: Detecting Adversarially Modified AI Generated Text COLING 2025 DANCE: Dual Unbiased Expansion with Group-acquired Alignment for Out-of-distribution Graph Fairness Learning ICML 2025 DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging CVPR 2025 DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders CVPR 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-ID CVPR 2025 Differential Alignment for Domain Adaptive Object Detection AAAI 2025 DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection ICCV 2025