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Anomaly Detection

Papers archive 2025-07-28

archive papers tagged: 4,856 · with a code link: 1,727 · where Syntology ran a sample: 347 (294 with a run with no instrument failure, 53 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (347 of 4,856 tagged: 294 with a run with no instrument failure, 53 where every run was a failure of Syntology's instrument)

Page 21 of 49: papers 2,001 to 2,100 of 4,856, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• CyberSentinel: An Emergent Threat Detection System for AI Security
  20 Feb 2025 0 repositories listed
• Graph Anomaly Detection via Adaptive Test-time Representation Learning across Out-of-Distribution Domains
  20 Feb 2025 0 repositories listed
• A Synergy Scoring Filter for Unsupervised Anomaly Detection with Noisy Data
  19 Feb 2025 0 repositories listed
• Flow-based generative models as iterative algorithms in probability space
  19 Feb 2025 0 repositories listed
• Unlocking Multimodal Integration in EHRs: A Prompt Learning Framework for Language and Time Series Fusion
  19 Feb 2025 0 repositories listed
• A Survey of Anomaly Detection in Cyber-Physical Systems
  18 Feb 2025 0 repositories listed
• Anomaly Detection in Smart Power Grids with Graph-Regularized MS-SVDD: a Multimodal Subspace Learning Approach
  18 Feb 2025 0 repositories listed
• Statistically Significant kNNAD by Selective Inference
  18 Feb 2025 0 repositories listed
• Component-aware Unsupervised Logical Anomaly Generation for Industrial Anomaly Detection
  17 Feb 2025 0 repositories listed
• Enhanced Anomaly Detection in IoMT Networks using Ensemble AI Models on the CICIoMT2024 Dataset
  17 Feb 2025 0 repositories listed
• Unifying Explainable Anomaly Detection and Root Cause Analysis in Dynamical Systems
  17 Feb 2025 0 repositories listed
• WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing
  17 Feb 2025 0 repositories listed
• Exploiting Point-Language Models with Dual-Prompts for 3D Anomaly Detection
  16 Feb 2025 0 repositories listed
• Enhancing anomaly detection with topology-aware autoencoders
  14 Feb 2025 0 repositories listed
• Federated Learning-Driven Cybersecurity Framework for IoT Networks with Privacy-Preserving and Real-Time Threat Detection Capabilities
  14 Feb 2025 0 repositories listed
• Privacy-Preserving Hybrid Ensemble Model for Network Anomaly Detection: Balancing Security and Data Protection
  13 Feb 2025 0 repositories listed
• Unsupervised Anomaly Detection on Implicit Shape representations for Sarcopenia Detection
  13 Feb 2025 0 repositories listed
• CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
  12 Feb 2025 0 repositories listed
• GenIAS: Generator for Instantiating Anomalies in time Series
  12 Feb 2025 0 repositories listed
• Advancing climate model interpretability: Feature attribution for Arctic melt anomalies
  11 Feb 2025 0 repositories listed
• Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data
  11 Feb 2025 0 repositories listed
• Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models
  11 Feb 2025 0 repositories listed
• Foundation Models for Anomaly Detection: Vision and Challenges
  10 Feb 2025 0 repositories listed
• Leveraging GPT-4o Efficiency for Detecting Rework Anomaly in Business Processes
  10 Feb 2025 0 repositories listed
• Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection
  10 Feb 2025 0 repositories listed
• SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection
  10 Feb 2025 0 repositories listed
• Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Reasoning
  10 Feb 2025 0 repositories listed
• Aero-engines Anomaly Detection using an Unsupervised Fisher Autoencoder
  8 Feb 2025 0 repositories listed
• Multi-scale Masked Autoencoder for Electrocardiogram Anomaly Detection
  8 Feb 2025 0 repositories listed
• DCFormer: Efficient 3D Vision-Language Modeling with Decomposed Convolutions
  7 Feb 2025 0 repositories listed
• Federated Learning for Anomaly Detection in Energy Consumption Data: Assessing the Vulnerability to Adversarial Attacks
  7 Feb 2025 0 repositories listed
• Finding Pegasus: Enhancing Unsupervised Anomaly Detection in High-Dimensional Data using a Manifold-Based Approach
  6 Feb 2025 0 repositories listed
• From Bedside to Desktop: A Data Protocol for Normative Intracranial EEG and Abnormality Mapping
  6 Feb 2025 0 repositories listed
• Position: Untrained Machine Learning for Anomaly Detection
  6 Feb 2025 0 repositories listed
• Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making
  5 Feb 2025 0 repositories listed
• Calibrated Unsupervised Anomaly Detection in Multivariate Time-series using Reinforcement Learning
  5 Feb 2025 0 repositories listed
• General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data
  5 Feb 2025 0 repositories listed Syntology 8 ran (of which 8 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified; every one of the 8 samples that ran constructed an object rather than computing a result (of 12 harvested samples)
• TopoCL: Topological Contrastive Learning for Time Series
  5 Feb 2025 0 repositories listed
• Anomaly Detection via Autoencoder Composite Features and NCE
  4 Feb 2025 0 repositories listed
• Complying with the EU AI Act: Innovations in Explainable and User-Centric Hand Gesture Recognition
  4 Feb 2025 0 repositories listed
• LAST SToP For Modeling Asynchronous Time Series
  4 Feb 2025 0 repositories listed
• A Poisson Process AutoDecoder for X-ray Sources
  3 Feb 2025 0 repositories listed
• ConditionNET: Learning Preconditions and Effects for Execution Monitoring
  3 Feb 2025 0 repositories listed
• Using Causality for Enhanced Prediction of Web Traffic Time Series
  2 Feb 2025 0 repositories listed
• Predictive modeling and anomaly detection in large-scale web portals through the CAWAL framework
  1 Feb 2025 0 repositories listed
• An Optimal Cascade Feature-Level Spatiotemporal Fusion Strategy for Anomaly Detection in CAN Bus
  31 Jan 2025 0 repositories listed
• Synthetic User Behavior Sequence Generation with Large Language Models for Smart Homes
  31 Jan 2025 0 repositories listed
• Battery State of Health Estimation Using LLM Framework
  30 Jan 2025 0 repositories listed
• Real-Time Anomaly Detection with Synthetic Anomaly Monitoring (SAM)
  30 Jan 2025 0 repositories listed
• Detecting Anomalies Using Rotated Isolation Forest
  29 Jan 2025 0 repositories listed
• KoopAGRU: A Koopman-based Anomaly Detection in Time-Series using Gated Recurrent Units
  29 Jan 2025 0 repositories listed
• si4onnx: A Python package for Selective Inference in Deep Learning Models
  29 Jan 2025 0 repositories listed
• Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis
  28 Jan 2025 0 repositories listed
• Federated Learning for Efficient Condition Monitoring and Anomaly Detection in Industrial Cyber-Physical Systems
  28 Jan 2025 0 repositories listed
• LLM Assisted Anomaly Detection Service for Site Reliability Engineers: Enhancing Cloud Infrastructure Resilience
  28 Jan 2025 0 repositories listed
• MAUCell: An Adaptive Multi-Attention Framework for Video Frame Prediction
  28 Jan 2025 0 repositories listed
• Can Multimodal Large Language Models be Guided to Improve Industrial Anomaly Detection?
  27 Jan 2025 0 repositories listed
• A Transfer Learning Framework for Anomaly Detection in Multivariate IoT Traffic Data
  26 Jan 2025 0 repositories listed
• Adaptive Client Selection in Federated Learning: A Network Anomaly Detection Use Case
  25 Jan 2025 0 repositories listed
• Efficient Client Selection in Federated Learning
  25 Jan 2025 0 repositories listed
• Exploring the impact of Optimised Hyperparameters on Bi-LSTM-based Contextual Anomaly Detector
  25 Jan 2025 0 repositories listed
• Median of Forests for Robust Density Estimation
  25 Jan 2025 0 repositories listed
• Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs
  25 Jan 2025 0 repositories listed
• "Stones from Other Hills can Polish Jade": Zero-shot Anomaly Image Synthesis via Cross-domain Anomaly Injection
  25 Jan 2025 0 repositories listed
• Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models
  24 Jan 2025 0 repositories listed
• Bi-directional Curriculum Learning for Graph Anomaly Detection: Dual Focus on Homogeneity and Heterogeneity
  24 Jan 2025 0 repositories listed
• Autoencoders for Anomaly Detection are Unreliable
  23 Jan 2025 0 repositories listed
• GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality
  23 Jan 2025 0 repositories listed
• Leveraging Digital Twin and Machine Learning Techniques for Anomaly Detection in Power Electronics Dominated Grid
  23 Jan 2025 0 repositories listed
• Anomaly Detection in Double-entry Bookkeeping Data by Federated Learning System with Non-model Sharing Approach
  22 Jan 2025 0 repositories listed
• Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection
  21 Jan 2025 0 repositories listed
• Score Combining for Contrastive OOD Detection
  21 Jan 2025 0 repositories listed
• TAD-Bench: A Comprehensive Benchmark for Embedding-Based Text Anomaly Detection
  21 Jan 2025 0 repositories listed
• Teacher Encoder-Student Decoder Denoising Guided Segmentation Network for Anomaly Detection
  21 Jan 2025 0 repositories listed
• Anomaly Detection for Industrial Applications, Its Challenges, Solutions, and Future Directions: A Review
  20 Jan 2025 0 repositories listed
• Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model
  20 Jan 2025 0 repositories listed
• ComplexVAD: Detecting Interaction Anomalies in Video
  16 Jan 2025 0 repositories listed
• Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities
  16 Jan 2025 0 repositories listed
• Transformer-based Multivariate Time Series Anomaly Localization
  15 Jan 2025 0 repositories listed
• Detecting Contextual Anomalies by Discovering Consistent Spatial Regions
  14 Jan 2025 0 repositories listed
• Multiple-Input Variational Auto-Encoder for Anomaly Detection in Heterogeneous Data
  14 Jan 2025 0 repositories listed
• STTS-EAD: Improving Spatio-Temporal Learning Based Time Series Prediction via
  14 Jan 2025 0 repositories listed
• Unsupervised Feature Construction for Anomaly Detection in Time Series -- An Evaluation
  14 Jan 2025 0 repositories listed
• Driver Age and Its Effect on Key Driving Metrics: Insights from Dynamic Vehicle Data
  12 Jan 2025 0 repositories listed
• Generative AI Enabled Robust Sensor Placement in Cyber-Physical Power Systems: A Graph Diffusion Approach
  12 Jan 2025 0 repositories listed
• Active Rule Mining for Multivariate Anomaly Detection in Radio Access Networks
  11 Jan 2025 0 repositories listed
• Explaining Deep Learning-based Anomaly Detection in Energy Consumption Data by Focusing on Contextually Relevant Data
  10 Jan 2025 0 repositories listed
• Synergizing Large Language Models and Task-specific Models for Time Series Anomaly Detection
  10 Jan 2025 0 repositories listed
• EVA-S2PLoR: A Secure Element-wise Multiplication Meets Logistic Regression on Heterogeneous Database
  9 Jan 2025 0 repositories listed
• Learning Compact and Robust Representations for Anomaly Detection
  9 Jan 2025 0 repositories listed
• Back Home: A Machine Learning Approach to Seashell Classification and Ecosystem Restoration
  8 Jan 2025 0 repositories listed
• Leveraging Registers in Vision Transformers for Robust Adaptation
  8 Jan 2025 0 repositories listed
• Quantum Hybrid Support Vector Machines for Stress Detection in Older Adults
  8 Jan 2025 0 repositories listed
• KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration
  7 Jan 2025 0 repositories listed
• GraphDART: Graph Distillation for Efficient Advanced Persistent Threat Detection
  6 Jan 2025 0 repositories listed
• On the Adversarial Robustness of Benjamini Hochberg
  6 Jan 2025 0 repositories listed
• Unsupervised Tomato Split Anomaly Detection using Hyperspectral Imaging and Variational Autoencoders
  6 Jan 2025 0 repositories listed
• Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection
  3 Jan 2025 0 repositories listed
• LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction
  3 Jan 2025 0 repositories listed
• An Efficient Outlier Detection Algorithm for Data Streaming
  2 Jan 2025 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.