adversarial attack

On the Role of Temporal Granularity in the Robustness of Spiking Neural Networks CVPR 2026 Open Schrödinger’s Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services ACL 2026 Optimisation Problems in Constrained Machine Learning AAAI 2026 Out of Sight, Out of Track: Adversarial Attacks on Propagation-based Multi-Object Trackers via Query State Manipulation CVPR 2026 PA-Attack: Guiding Gray-Box Attacks on LVLM Vision Encoders with Prototypes and Attention CVPR 2026 PARASITE: Conditional System Prompt Poisoning to Hijack LLMs ACL 2026 PECCVAI: Overcoming the Brittleness of AI Image Watermarking Under Visual Paraphrasing Attacks CVPR 2026 PGA: Prior-free Generative Attack for Practical No-box Scenario CVPR 2026 Physical Adversarial Clothing Evades Visible-Thermal Detectors via Non-Overlapping RGB-T Pattern CVPR 2026 PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems AAAI 2026 PIArena: A Platform for Prompt Injection Evaluation ACL 2026 Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026 Poisoning with a Pill: Circumventing Detection in Federated Learning AAAI 2026 Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm AAAI 2026 Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification ACL 2026 QRShield: Exploiting Vulnerabilities of Latent Diffusion Models for Preventing AI Art Plagiarism AAAI 2026 R$^2$TUA: Reconstruction-residual Based Targeted and Untargeted Attack Against Text-Image Person Re-Identification CVPR 2026 Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning AAAI 2026 RedCoder: Automated Multi-Turn Red Teaming for Code LLMs ACL 2026 ReportLogic: Evaluating Logical Quality in Deep Research Reports ACL 2026 Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models AAAI 2026 Retaliatory Attacks Against Federated Unlearning via Data Leakage AAAI 2026 Rethinking Target Label Conditioning in Adversarial Attacks: A 2D Tensor-Guided Generative Approach AAAI 2026 Robust Membership Inference for Large Language Models under Adversarial Generative Corruption ACL 2026 SABER: Spatially Consistent 3D Universal Adversarial Objects for BEV Detectors CVPR 2026