Adversarial Learning

Understanding and Enhancing the Transferability of Jailbreaking Attacks ICLR 2025 Unified Adversarial Augmentation for Improving Palmprint Recognition ICCV 2025 Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization ICLR 2025 Universal Backdoor Defense via Label Consistency in Vertical Federated Learning IJCAI 2025 Unlearn and Burn: Adversarial Machine Unlearning Requests Destroy Model Accuracy ICLR 2025 Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient AAAI 2025 Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models COLING 2025 Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory AISTATS 2025 Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors AAAI 2025 UV-Attack: Physical-World Adversarial Attacks on Person Detection via Dynamic-NeRF-based UV Mapping ICLR 2025 Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models CVPR 2025 Variational Adversarial Training Towards Policies with Improved Robustness AISTATS 2025 Vision Transformers Beat WideResNets on Small Scale Datasets Adversarial Robustness AAAI 2025 ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers ICCV 2025 VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025 VPR-Cloak: A First Look at Privacy Cloak Against Visual Place Recognition ICCV 2025 Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025 Watermark Smoothing Attacks against Language Models EMNLP 2025 Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025 Web Artifact Attacks Disrupt Vision Language Models ICCV 2025 WebInject: Prompt Injection Attack to Web Agents EMNLP 2025 What You Read Isn’t What You Hear: Linguistic Sensitivity in Deepfake Speech Detection EMNLP 2025 When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial Attacks EMNLP 2025 When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations ACL 2025 When Visual State Space Model Meets Backdoor Attacks WACV 2025