Anomaly Detection - 2024-10
Anomaly Detection - 2024-10
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-10-31 | AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties | Xiayan Ji et.al. | 2410.24178 | translate | read | null |
| 2024-10-31 | Distributing Intelligence in 6G Programmable Data Planes for Effective In-Network Deployment of an Active Intrusion Detection System | Mattia G. Spina et.al. | 2410.24013 | translate | read | null |
| 2024-10-31 | Towards Convexity in Anomaly Detection: A New Formulation of SSLM with Unique Optimal Solutions | Hongying Liu et.al. | 2410.23774 | translate | read | null |
| 2024-10-30 | Partial Channel Dependence with Channel Masks for Time Series Foundation Models | Seunghan Lee et.al. | 2410.23222 | translate | read | null |
| 2024-10-30 | Directional anomaly detection | Oliver Urs Lenz et.al. | 2410.23158 | translate | read | null |
| 2024-10-30 | Dynamic Threshold-based Two-layer Online Unsupervised Anomaly Detector | Yachao Yuan et.al. | 2410.22967 | translate | read | link |
| 2024-10-30 | MIXAD: Memory-Induced Explainable Time Series Anomaly Detection | Minha Kim et.al. | 2410.22735 | translate | read | link |
| 2024-10-30 | PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation | Ryozo Masukawa et.al. | 2410.22623 | translate | read | null |
| 2024-10-29 | Unsupervised Multimodal Fusion of In-process Sensor Data for Advanced Manufacturing Process Monitoring | Matthew McKinney et.al. | 2410.22558 | translate | read | null |
| 2024-10-29 | Hypergraph-based multi-scale spatio-temporal graph convolution network for Time-Series anomaly detection | Hongyi Xu et.al. | 2410.22256 | translate | read | null |
| 2024-10-29 | A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Anomaly Detection | Yuxuan Lin et.al. | 2410.21982 | translate | read | link |
| 2024-10-29 | LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis | Krishna Chandra Roy et.al. | 2410.21936 | translate | read | null |
| 2024-10-29 | Differentiable Inductive Logic Programming for Fraud Detection | Boris Wolfson et.al. | 2410.21928 | translate | read | null |
| 2024-10-29 | SCGNet-Stacked Convolution with Gated Recurrent Unit Network for Cyber Network Intrusion Detection and Intrusion Type Classification | Rajana Akter et.al. | 2410.21873 | translate | read | null |
| 2024-10-29 | Representational learning for an anomalous sound detection system with source separation model | Seunghyeon Shin et.al. | 2410.21797 | translate | read | null |
| 2024-10-29 | Sliced-Wasserstein-based Anomaly Detection and Open Dataset for Localized Critical Peak Rebates | Julien Pallage et.al. | 2410.21712 | translate | read | null |
| 2024-10-28 | A Generative Model Based Honeypot for Industrial OPC UA Communication | Olaf Sassnick et.al. | 2410.21574 | translate | read | link |
| 2024-10-28 | A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions | René Manassé Galekwa et.al. | 2410.21484 | translate | read | null |
| 2024-10-28 | Topological Identification of Agent Status in Information Contagions: Application to Financial Markets | Anubha Goel et.al. | 2410.21104 | translate | read | null |
| 2024-10-28 | A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks | Pau Ferrer-Cid et.al. | 2410.21006 | translate | read | null |
| 2024-10-27 | SIGMA: Single Interpolated Generative Model for Anomalies | Ranit Das et.al. | 2410.20537 | translate | read | null |
| 2024-10-27 | Causal Modeling in Multi-Context Systems: Distinguishing Multiple Context-Specific Causal Graphs which Account for Observational Support | Martin Rabel et.al. | 2410.20405 | translate | read | null |
| 2024-10-27 | Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy | Sunwoo Kim et.al. | 2410.20366 | translate | read | null |
| 2024-10-27 | ANOMIX: A Simple yet Effective Hard Negative Generation via Mixing for Graph Anomaly Detection | Hwan Kim et.al. | 2410.20310 | translate | read | link |
| 2024-10-26 | Proactive Fraud Defense: Machine Learning’s Evolving Role in Protecting Against Online Fraud | Md Kamrul Hasan Chy et.al. | 2410.20281 | translate | read | null |
| 2024-10-26 | ResAD: A Simple Framework for Class Generalizable Anomaly Detection | Xincheng Yao et.al. | 2410.20047 | translate | read | link |
| 2024-10-25 | Federated Anomaly Detection for Early-Stage Diagnosis of Autism Spectrum Disorders using Serious Game Data | Nikolaos Pavlidis et.al. | 2410.20003 | translate | read | null |
| 2024-10-25 | Temporal Convolution-based Hybrid Model Approach with Representation Learning for Real-Time Acoustic Anomaly Detection | Sahan Dissanayaka et.al. | 2410.19722 | translate | read | null |
| 2024-10-25 | Enhanced Anomaly Detection in Industrial Control Systems aided by Machine Learning | Vegard Berge et.al. | 2410.19717 | translate | read | null |
| 2024-10-25 | Neuromorphic IoT Architecture for Efficient Water Management: A Smart Village Case Study | Mugdim Bublin et.al. | 2410.19562 | translate | read | null |
| 2024-10-25 | Detection of Emerging Infectious Diseases in Lung CT based on Spatial Anomaly Patterns | Branko Mitic et.al. | 2410.19535 | translate | read | null |
| 2024-10-24 | Context-Aware Trajectory Anomaly Detection | Haoji Hu et.al. | 2410.19136 | translate | read | null |
| 2024-10-24 | Exploring the Universe with SNAD: Anomaly Detection in Astronomy | Alina A. Volnova et.al. | 2410.18875 | translate | read | null |
| 2024-10-24 | Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs. Performance | Mulugeta Weldezgina Asres et.al. | 2410.18717 | translate | read | link |
| 2024-10-25 | NIDS Neural Networks Using Sliding Time Window Data Processing with Trainable Activations and its Generalization Capability | Anton Raskovalov et.al. | 2410.18658 | translate | read | null |
| 2024-10-24 | Graph Pre-Training Models Are Strong Anomaly Detectors | Jiashun Cheng et.al. | 2410.18487 | translate | read | null |
| 2024-10-24 | Harnessing PU Learning for Enhanced Cloud-based DDoS Detection: A Comparative Analysis | Robert Dilworth et.al. | 2410.18380 | translate | read | null |
| 2024-10-23 | Advancing Network Security: A Comprehensive Testbed and Dataset for Machine Learning-Based Intrusion Detection | Talaya Farasat et.al. | 2410.18332 | translate | read | null |
| 2024-10-23 | Real time anomalies detection on video | Fabien Poirier et.al. | 2410.18051 | translate | read | null |
| 2024-10-22 | Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection | Mahesh Vaijainthymala Krishnamoorthy et.al. | 2410.17459 | translate | read | null |
| 2024-10-22 | Coniferest: a complete active anomaly detection framework | M. V. Kornilov et.al. | 2410.17142 | translate | read | null |
| 2024-10-22 | OMLog: Online Log Anomaly Detection for Evolving System with Meta-learning | Jiyu Tian et.al. | 2410.16612 | translate | read | null |
| 2024-10-22 | Generative AI for Overall Mission Effectiveness at the Habitable Worlds Observatory | Megan Shabram et.al. | 2410.16609 | translate | read | null |
| 2024-10-21 | Spatio-temporal Multivariate Cluster Evolution Analysis for Detecting and Tracking Climate Impacts | Warren L. Davis IV et.al. | 2410.16544 | translate | read | null |
| 2024-10-21 | LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling | Can Chen et.al. | 2410.16489 | translate | read | null |
| 2024-10-21 | Revisiting Deep Feature Reconstruction for Logical and Structural Industrial Anomaly Detection | Sukanya Patra et.al. | 2410.16255 | translate | read | link |
| 2024-10-21 | TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis | Shiyu Wang et.al. | 2410.16032 | translate | read | null |
| 2024-10-21 | MultiRC: Joint Learning for Time Series Anomaly Prediction and Detection with Multi-scale Reconstructive Contrast | Shiyan Hu et.al. | 2410.15997 | translate | read | null |
| 2024-10-21 | Redefining Finance: The Influence of Artificial Intelligence (AI) and Machine Learning (ML) | Animesh Kumar et.al. | 2410.15951 | translate | read | null |
| 2024-10-21 | Hybrid Architecture for Real-Time Video Anomaly Detection: Integrating Spatial and Temporal Analysis | Fabien Poirier et.al. | 2410.15909 | translate | read | null |
| 2024-10-21 | A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems | Ismail Bibers et.al. | 2410.15597 | translate | read | null |
| 2024-10-20 | MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications | Yongrui Yu et.al. | 2410.15432 | translate | read | null |
| 2024-10-20 | XAI-based Feature Ensemble for Enhanced Anomaly Detection in Autonomous Driving Systems | Sazid Nazat et.al. | 2410.15405 | translate | read | null |
| 2024-10-19 | Controllable RANSAC-based Anomaly Detection via Hypothesis Testing | Le Hong Phong et.al. | 2410.15133 | translate | read | null |
| 2024-10-19 | ReeFRAME: Reeb Graph based Trajectory Analysis Framework to Capture Top-Down and Bottom-Up Patterns of Life | Chandrakanth Gudavalli et.al. | 2410.14913 | translate | read | null |
| 2024-10-18 | Towards Unsupervised Validation of Anomaly-Detection Models | Lihi Idan et.al. | 2410.14579 | translate | read | null |
| 2024-10-18 | AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios | Ziming Huang et.al. | 2410.14379 | translate | read | link |
| 2024-10-18 | FedMSE: Federated learning for IoT network intrusion detection | Van Tuan Nguyen et.al. | 2410.14121 | translate | read | link |
| 2024-10-17 | A Physics-Based Context-Aware Approach for Anomaly Detection in Teleoperated Driving Operations Under False Data Injection Attacks | Subhadip Ghosh et.al. | 2410.13962 | translate | read | null |
| 2024-10-17 | Statistical testing on generative AI anomaly detection tools in Alzheimer’s Disease diagnosis | Rosemary He et.al. | 2410.13363 | translate | read | null |
| 2024-10-17 | A Comprehensive Analysis of Routing Vulnerabilities and Defense Strategies in IoT Networks | Kim Jae-Dong et.al. | 2410.13214 | translate | read | null |
| 2024-10-16 | FedCAP: Robust Federated Learning via Customized Aggregation and Personalization | Youpeng Li et.al. | 2410.13083 | translate | read | link |
| 2024-10-16 | Semi-supervised Learning for Detecting Inverse Compton Emission in Galaxy Clusters | Sheng-Chieh Lin et.al. | 2410.12943 | translate | read | null |
| 2024-10-17 | Automatic Mapping of Anatomical Landmarks from Free-Text Using Large Language Models: Insights from Llama-2 | Mohamad Abdi et.al. | 2410.12686 | translate | read | null |
| 2024-10-16 | Improved Anomaly Detection through Conditional Latent Space VAE Ensembles | Oskar Åström et.al. | 2410.12328 | translate | read | link |
| 2024-10-16 | Revisited Large Language Model for Time Series Analysis through Modality Alignment | Liangwei Nathan Zheng et.al. | 2410.12326 | translate | read | null |
| 2024-10-16 | CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching | Xingjian Wu et.al. | 2410.12261 | translate | read | link |
| 2024-10-15 | SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly Detection | Yizhe Liu et.al. | 2410.12080 | translate | read | null |
| 2024-10-15 | Federated Learning framework for LoRaWAN-enabled IIoT communication: A case study | Oscar Torres Sanchez et.al. | 2410.11612 | translate | read | null |
| 2024-10-15 | PaSTe: Improving the Efficiency of Visual Anomaly Detection at the Edge | Manuel Barusco et.al. | 2410.11591 | translate | read | link |
| 2024-10-15 | CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection | Sin Chee Chin et.al. | 2410.11307 | translate | read | null |
| 2024-10-14 | ASTM :Autonomous Smart Traffic Management System Using Artificial Intelligence CNN and LSTM | Christofel Rio Goenawan et.al. | 2410.10929 | translate | read | null |
| 2024-10-14 | AI-based particle track identification in scintillating fibres read out with imaging sensors | Noemi Bührer et.al. | 2410.10519 | translate | read | null |
| 2024-10-14 | WT-CFormer: High-Performance Web Traffic Anomaly Detection Using CNN and Transformer Networks | Yundi He et.al. | 2410.10327 | translate | read | null |
| 2024-10-14 | Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection | Jiawen Zhu et.al. | 2410.10289 | translate | read | link |
| 2024-10-14 | LADMIM: Logical Anomaly Detection with Masked Image Modeling in Discrete Latent Space | Shunsuke Sakai et.al. | 2410.10234 | translate | read | null |
| 2024-10-14 | XAI-based Feature Selection for Improved Network Intrusion Detection Systems | Osvaldo Arreche et.al. | 2410.10050 | translate | read | link |
| 2024-10-13 | Point Cloud Novelty Detection Based on Latent Representations of a General Feature Extractor | Shizuka Akahori et.al. | 2410.09861 | translate | read | null |
| 2024-10-13 | DAS3D: Dual-modality Anomaly Synthesis for 3D Anomaly Detection | Kecen Li et.al. | 2410.09821 | translate | read | null |
| 2024-10-12 | Timeseria: an object-oriented time series processing library | Stefano Alberto Russo et.al. | 2410.09567 | translate | read | null |
| 2024-10-12 | Anomaly Detection and Inlet Pressure Prediction in Water Distribution Systems Using Machine Learning | Tran Dang Khoa et.al. | 2410.09530 | translate | read | null |
| 2024-10-12 | MMAD: The First-Ever Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection | Xi Jiang et.al. | 2410.09453 | translate | read | link |
| 2024-10-11 | Transforming In-Vehicle Network Intrusion Detection: VAE-based Knowledge Distillation Meets Explainable AI | Muhammet Anil Yagiz et.al. | 2410.09043 | translate | read | null |
| 2024-10-11 | Lifted Coefficient of Determination: Fast model-free prediction intervals and likelihood-free model comparison | Daniel Salnikov et.al. | 2410.08958 | translate | read | null |
| 2024-10-11 | Low-complexity Attention-based Unsupervised Anomalous Sound Detection exploiting Separable Convolutions and Angular Loss | Michael Neri et.al. | 2410.08919 | translate | read | null |
| 2024-10-11 | Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection | Yuanyi Wang et.al. | 2410.08877 | translate | read | null |
| 2024-10-11 | Towards Cross-domain Few-shot Graph Anomaly Detection | Jiazhen Chen et.al. | 2410.08629 | translate | read | null |
| 2024-10-11 | A Theoretical Framework for AI-driven data quality monitoring in high-volume data environments | Nikhil Bangad et.al. | 2410.08576 | translate | read | null |
| 2024-10-10 | KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data | Andy Zhou et.al. | 2410.08390 | translate | read | null |
| 2024-10-10 | Heterogeneous Graph Auto-Encoder for CreditCard Fraud Detection | Moirangthem Tiken Singh et.al. | 2410.08121 | translate | read | null |
| 2024-10-09 | Spatiotemporal Modeling and Forecasting at Scale with Dynamic Generalized Linear Models | Pranay Pherwani et.al. | 2410.07161 | translate | read | null |
| 2024-10-09 | Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax | Ivan Butakov et.al. | 2410.06993 | translate | read | null |
| 2024-10-09 | Revisiting Multi-Permutation Equivariance through the Lens of Irreducible Representations | Yonatan Sverdlov et.al. | 2410.06665 | translate | read | link |
| 2024-10-10 | Task-oriented Time Series Imputation Evaluation via Generalized Representers | Zhixian Wang et.al. | 2410.06652 | translate | read | link |
| 2024-10-09 | On The Relationship between Visual Anomaly-free and Anomalous Representations | Riya Sadrani et.al. | 2410.06576 | translate | read | null |
| 2024-10-09 | DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector | Jinghan Li et.al. | 2410.06549 | translate | read | link |
| 2024-10-08 | MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos | Yiling Zhang et.al. | 2410.05900 | translate | read | null |
| 2024-10-08 | Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs | Sevvandi Kandanaarachchi et.al. | 2410.05687 | translate | read | null |
| 2024-10-07 | Can LLMs Understand Time Series Anomalies? | Zihao Zhou et.al. | 2410.05440 | translate | read | link |
| 2024-10-07 | Neural Fourier Modelling: A Highly Compact Approach to Time-Series Analysis | Minjung Kim et.al. | 2410.04703 | translate | read | link |
| 2024-10-06 | Fast Area-Weighted Peeling of Convex Hulls for Outlier Detection | Vinesh Sridhar et.al. | 2410.04544 | translate | read | null |
| 2024-10-06 | Data Distribution Valuation | Xinyi Xu et.al. | 2410.04386 | translate | read | link |
| 2024-10-06 | Multi Armed Bandit Algorithms Based Virtual Machine Allocation Policy for Security in Multi-Tenant Distributed Systems | Pravin Patil et.al. | 2410.04363 | translate | read | null |
| 2024-10-05 | Self-Supervised Anomaly Detection in the Wild: Favor Joint Embeddings Methods | Daniel Otero et.al. | 2410.04289 | translate | read | null |
| 2024-10-05 | Applying Quantum Autoencoders for Time Series Anomaly Detection | Robin Frehner et.al. | 2410.04154 | translate | read | null |
| 2024-10-05 | Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution | Wen Ye et.al. | 2410.04047 | translate | read | null |
| 2024-10-05 | BlockFound: Customized blockchain foundation model for anomaly detection | Jiahao Yu et.al. | 2410.04039 | translate | read | null |
| 2024-10-04 | Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection | Ksheeraja Raghavan et.al. | 2410.03904 | translate | read | null |
| 2024-10-04 | Identification of Anomalous Geospatial Trajectories via Persistent Homology | Kyle Evans-Lee et.al. | 2410.03889 | translate | read | null |
| 2024-10-04 | Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations | Sameer Ambekar et.al. | 2410.03306 | translate | read | null |
| 2024-10-03 | Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization | Ryan C. Barron et.al. | 2410.02721 | translate | read | null |
| 2024-10-02 | HyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks | Sadaf Sadeghian et.al. | 2410.02087 | translate | read | link |
| 2024-10-02 | RADAR: Robust Two-stage Modality-incomplete Industrial Anomaly Detection | Bingchen Miao et.al. | 2410.01737 | translate | read | null |
| 2024-10-03 | LEGO: Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion | Dexuan Ding et.al. | 2410.01506 | translate | read | null |
| 2024-10-02 | Uncertainty-aware Human Mobility Modeling and Anomaly Detection | Haomin Wen et.al. | 2410.01281 | translate | read | null |
| 2024-10-01 | Finding radio transients with anomaly detection and active learning based on volunteer classifications | Alex Andersson et.al. | 2410.01034 | translate | read | null |
| 2024-10-01 | Machine Learning-Assisted Intrusion Detection for Enhancing Internet of Things Security | Mona Esmaeili et.al. | 2410.01016 | translate | read | null |
| 2024-10-03 | Back to Bayesics: Uncovering Human Mobility Distributions and Anomalies with an Integrated Statistical and Neural Framework | Minxuan Duan et.al. | 2410.01011 | translate | read | null |
| 2024-10-01 | Review of blockchain application with Graph Neural Networks, Graph Convolutional Networks and Convolutional Neural Networks | Amy Ancelotti et.al. | 2410.00875 | translate | read | null |
| 2024-10-02 | Show Me What’s Wrong!: Combining Charts and Text to Guide Data Analysis | Beatriz Feliciano et.al. | 2410.00727 | translate | read | null |
| 2024-10-01 | RAD: A Dataset and Benchmark for Real-Life Anomaly Detection with Robotic Observations | Kaichen Zhou et.al. | 2410.00713 | translate | read | link |
| 2024-10-01 | ECORS: An Ensembled Clustering Approach to Eradicate The Local And Global Outlier In Collaborative Filtering Recommender System | Mahamudul Hasan et.al. | 2410.00408 | translate | read | null |
(<a href=../Anomaly_Detection.md>back to Anomaly Detection</a>)