Security

ACIArena: Toward Unified Evaluation for Agent Cascading Injection ACL 2026 Activation Decomposition and Steering for LLM Backdoor Remediation ACL 2026 Activation-Guided Local Editing for Jailbreaking Attacks ACL 2026 ActivityForensics: A Comprehensive Benchmark for Localizing Manipulated Activity in Videos CVPR 2026 AdapAction: Adaptive Target Action Backdoor Attack against GUI Agents CVPR 2026 Adaptive and Robust Watermark for Generative Tabular Data UAI 2026 A Data-Centric Approach to Generalizable Speech Deepfake Detection ACL 2026 Adversarial Style Optimization: Enhancing VLM Jailbreaks by GRPO-based Stylistic Triggers Optimization CVPR 2026 AdvFM: Lookahead Flow-Matching Velocity-Field Attacks for Imperceptible and Transferable Adversarial Examples CVPR 2026 AgentMark: Utility-Preserving Behavioral Watermarking for Agents ACL 2026 All in One: Unifying Deepfake Detection, Tampering Localization, and Source Tracing with a Robust Landmark-Identity Watermark CVPR 2026 A Multi-Agent Framework for High-Interaction Terminal Simulation ACL 2026 Anchored Sliding Window: Toward Robust and Imperceptible Linguistic Steganography ACL 2026 Anchoring the Mind of Multimodal Reasoners: Cognitive Bias as a Vector for Jailbreak Attacks CVPR 2026 AntiStyler: Defending Object Detection Models Against Adversarial Patch Attacks Using Style Removal CVPR 2026 ARGUS: Defending Against Multimodal Indirect Prompt Injection via Steering Instruction-Following Behavior CVPR 2026 ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs ACL 2026 Attribution as Retrieval: Model-Agnostic AI-Generated Image Attribution CVPR 2026 AudiFair: Privacy-Preserving Framework for Auditing Fairness UAI 2026 Authorize-on-Demand: Dynamic Authorization with Legality-Aware Intellectual Property Protection for VLMs CVPR 2026 AutoDebias: An Automated Framework for Detecting and Mitigating Backdoor Biases in Text-to-Image Models CVPR 2026 AVFakeBench: A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs CVPR 2026 Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models ACL 2026 Backdoors in RLVR: Jailbreak Backdoors in LLMs From Verifiable Reward ACL 2026 Batman: Benign Knowledge Alignment Through Malicious Null Space in Federated Backdoor Attack CVPR 2026