Anomaly Detection

ADSeeker: A Knowledge-Grounded Reasoning Framework for Industry Anomaly Detection and Reasoning CVPR 2026 Anomaly as Non-Conformity via Training-Free Graph Laplacian Energy Minimization CVPR 2026 Anomaly detection in time-series via inductive biases in the latent space of conditional normalizing flows UAI 2026 Anomaly-Related Residual Fields for Cross-domain Anomaly Detection CVPR 2026 BayWatch: Practical Internet-Scale Topology Monitoring with Dynamic Bayesian Estimation NSDI 2026 BlackMirror: Black-Box Backdoor Detection for Text-to-Image Models via Instruction-Response Deviation CVPR 2026 Bulk RNA-seq Guided Multi-modal Detection of Anomalous Regions in Human Cancer via Spatial Transcriptomics CVPR 2026 BUSSARD: Normalizing Flows for Bijective Universal Scene-Specific Anomalous Relationship Detection CVPR 2026 CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection ACL 2026 CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection CVPR 2026 COODetect at SemEval-2026 Task 13: Unsupervised Latent Domain Adaptation for Out-of-Distribution AI Code Detection SemEval 2026 DDoS Detection at the Scale of One Hundred Tbps NSDI 2026 Defeating Slow-and-Low Threats via Diffusion Model-based Generative Inference NSDI 2026 Detect Any AI-Counterfeited Text Image CVPR 2026 Detecting and Diagnosing Errors in Serving Archived Web Pages NSDI 2026 Detecting Out of Distribution Samples using Class Centered Residual Energy in the Discarded PCA Subspace with Weight Alignment UAI 2026 Detecting Unknown Objects via Energy-based Separation for Open World Object Detection CVPR 2026 Diagnosing Performance Issues in Application-Defined Resources OSDI 2026 DLVP-CLIP: Enhancing Fine-Grained Zero-Shot Anomaly Detection via Dynamic Local Visual Prompting CVPR 2026 Dual-Prototype-Guided Multi-task Learning for Unsupervised Anomaly Detection and Classification CVPR 2026 Enhancing Two Steps Textual Anomaly Detection through Anisotropy Mitigation ACL 2026 EROICA: Online Performance Troubleshooting for Large-scale Model Training NSDI 2026 Explainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection ACL 2026 Exploring and Distilling Multi-Dimensional Clues for Interpretable Social Bot Detection ACL 2026 FastRef: Fast Prototype Refinement for Few-shot Industrial Anomaly Detection CVPR 2026