Adversarial Learning

Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025 Adversarial Perturbations Improve Generalization of Confidence Prediction in Medical Image Segmentation MIDL 2025 Adversarial Preference Learning for Robust LLM Alignment ACL 2025 Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025 Adversarial Training May Induce Deteriorating Distributions UAI 2025 Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025 AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025 Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025 AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025 AIM: Additional Image Guided Generation of Transferable Adversarial Attacks AAAI 2025 Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025 A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos ACL 2025 A New Adversarial Perspective for LiDAR-based 3D Object Detection AAAI 2025 Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models AAAI 2025 Anti-Tamper Protection for Unauthorized Individual Image Generation ICCV 2025 Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models CVPR 2025 APTTS: Adversarial Post-training in Latent Flow Matching for Fast and High-fidelity Text-to-Speech Interspeech 2025 Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance WACV 2025 Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025 Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models EMNLP 2025 Attacking Vision-Language Computer Agents via Pop-ups ACL 2025 Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment EMNLP 2025 Attention-Imperceptible Backdoor Attacks on Vision Transformers AAAI 2025 Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images! ICCV 2025 Augmented Adversarial Trigger Learning NAACL 2025