Adversarial Learning

I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models CVPR 2025 IAP: Invisible Adversarial Patch Attack through Perceptibility-Aware Localization and Perturbation Optimization ICCV 2025 IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves ICCV 2025 Imperceptible 3D Point Cloud Attacks on Lattice-based Barycentric Coordinates AAAI 2025 Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement CVPR 2025 Improving Adversarial Transferability via Decision Boundary Adaptation UAI 2025 Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path AAAI 2025 Improving Large Language Model Safety with Contrastive Representation Learning EMNLP 2025 Improving the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation CVPR 2025 Improving Transferable Targeted Attacks with Feature Tuning Mixup CVPR 2025 Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning CVPR 2025 Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack AAAI 2025 Instant Adversarial Purification with Adversarial Consistency Distillation CVPR 2025 Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025 Is Your Autonomous Vehicle Safe? Understanding the Threat of Electromagnetic Signal Injection Attacks on Traffic Scene Perception AAAI 2025 Jailbreaking? One Step Is Enough! ACL 2025 JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs ACL 2025 Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation EMNLP 2025 Learning from Mistakes: Self-correct Adversarial Training for Chinese Unnatural Text Correction AAAI 2025 Leveraging Spatial Invariance to Boost Adversarial Transferability ICCV 2025 LoRID: Low-Rank Iterative Diffusion for Adversarial Purification AAAI 2025 LOTA: Bit-Planes Guided AI-Generated Image Detection ICCV 2025 Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm WACV 2025 LRBA: Stealthy Backdoor Attacks on Speech Classification via Latent Rearrangement in VITS Interspeech 2025 M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs ACL 2025