adversarial attack

Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning AAAI 2026 IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding CVPR 2026 Improving Adversarial Transferability with Local Perturbation Augmentation CVPR 2026 Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks AAAI 2026 In-Context Representation Hijacking ACL 2026 Inhibitory Attacks on Backdoor-based Fingerprinting for Large Language Models ACL 2026 Invisible Triggers, Visible Threats! Road-Style Adversarial Creation Attack for Visual 3D Detection in Autonomous Driving AAAI 2026 Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026 JANUS: A Lightweight Framework for Jailbreaking Text-to-Image Models via Distribution Optimization CVPR 2026 Learning Mutual View Information Graph for Adaptive Adversarial Collaborative Perception CVPR 2026 Less Is More: Sparse and Cooperative Perturbation for Point Cloud Attacks AAAI 2026 LLA: Enhancing Security and Privacy for Generative Models with Logic-Locked Accelerators AAAI 2026 LORETTA: A Low Resource Framework to Poison Continuous Time Dynamic Graphs AAAI 2026 Machine Pareidolia: Protecting Facial Image with Emotional Editing AAAI 2026 MacPrompt: Maraconic-Guided Jailbreak Against Text-to-Image Models AAAI 2026 Manipulating the Mind’s Eye: A-SAGE, the Attention-Based Attack on ViT Explainability AAAI 2026 MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks ACL 2026 MOBA: A Material-Oriented Backdoor Attack Against LiDAR-Based 3D Object Detection Systems AAAI 2026 Models as Lego Builders: Assembling Malice from Benign Blocks via Semantic Blueprints CVPR 2026 Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models AAAI 2026 Multi-Paradigm Collaborative Adversarial Attack Against Multi-Modal Large Language Models CVPR 2026 No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation MIDL 2026 Omni-Attack: Adversarial Attacks on Open-Ended VQA in Black-Box Multimodal LLMs CVPR 2026 On Stealing Graph Neural Network Models AAAI 2026 On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference ACL 2026