Adversarial Learning

DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection ICCV 2025 Discriminator-Guided Embodied Planning for LLM Agent ICLR 2025 Disentangled Information Bottleneck for Adversarial Text Defense EMNLP 2025 DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion ICCV 2025 Distraction is All You Need for Multimodal Large Language Model Jailbreaking CVPR 2025 DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints AAAI 2025 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025 Does Refusal Training in LLMs Generalize to the Past Tense? ICLR 2025 Doppelgangers and Adversarial Vulnerability CVPR 2025 Drafting and Revision: Advancing High-Fidelity Video Inpainting IJCAI 2025 Droid: A Resource Suite for AI-Generated Code Detection EMNLP 2025 Durable Quantization Conditioned Misalignment Attack on Large Language Models ICLR 2025 Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing CVPR 2025 Effective Backdoor Learning on Open-Set Face Recognition Systems WACV 2025 Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness AAAI 2025 Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks ICML 2025 Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025 Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization ACL 2025 ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025 Endowing Visual Reprogramming with Adversarial Robustness ICLR 2025 Enduring, Efficient and Robust Trajectory Prediction Attack in Autonomous Driving via Optimization-Driven Multi-Frame Perturbation Framework CVPR 2025 Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting AAAI 2025 Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability ICML 2025 Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling ICCV 2025