Adversarial Learning

$\oslash$ Source Models Leak What They Shouldn't $\nrightarrow$: Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization CVPR 2026 3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition AAAI 2026 6DAttack: Backdoor Attacks in the 6DoF Pose Estimation AAAI 2026 Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models AAAI 2026 Active Learning on Adversarially Corrupted Graphs COLT 2026 AD2: Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems WACV 2026 AdvBDGen: A Robust Framework for Generating Adaptive and Stealthy Backdoors in LLM Alignment AAAI 2026 Adversarial Attack on Black-Box Multi-Agent by Adaptive Perturbation AAAI 2026 Adversarial Decoding: Generating Readable Documents for Adversarial Objectives EACL 2026 Adversarial Fair Incomplete Multi-View Clustering AAAI 2026 Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles AAAI 2026 Adversarial Metric Learning for Fine-Grained Emotion Classification ACL 2026 Adversarial Perturbation Shield: Preventing Concept Bleed-through in Continual Learning of Personalized Generative Models AAAI 2026 Adversarial Pseudo-replay for Exemplar-free Class-incremental Learning WACV 2026 AEON: Adaptive Embedding Optimized Noise for Robust Watermarking in Diffusion Models WACV 2026 ALERT: Adversarial Learning Enhanced Stability-aware Routing Transformer for Adaptive Depression Detection AAAI 2026 Align Video Diffusion Model with Online Video-Centric Preference Optimization WACV 2026 Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks AAAI 2026 Anti-adversarial Learning: Desensitizing Prompts for Large Language Model AAAI 2026 AntiDote: Bi-level Adversarial Training for Tamper-Resistant LLMs AAAI 2026 Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs EACL 2026 A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking EACL 2026 AT-Field: Rethinking the Games in Adversarial Training AAAI 2026 AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models AAAI 2026 Backdoor Attacks on Open Vocabulary Object Detectors via Multi-Modal Prompt Tuning AAAI 2026