Machine Learning-Based Anomaly Detection for Multivariate Time Series with Correlation Dependency

被引:0
作者
Chauhan, Shashank [1 ]
Lee, Sudong [1 ]
机构
[1] University of Ulsan, School of Industrial Engineering, Ulsan,44610, Korea, Republic of
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Signal encoding
引用
收藏
页码:132062 / 132070
相关论文
共 38 条
  • [1] Dynamic Graph Learning with Long and Short-Term for Multivariate Time Series Anomaly Detection
    Tian, Yuyin
    Gao, Rong
    Yan, Lingyu
    Liu, Donghua
    Ye, Zhiwei
    Proceedings of the IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS, 2023, : 1065 - 1070
  • [2] Simple Heuristics as a Viable Alternative to Machine Learning-Based Anomaly Detection in Industrial IoT
    Bicski B.
    Farkas K.
    Pekar A.
    IEEE Internet of Things Magazine, 2023, 6 (03): : 104 - 109
  • [3] Leveraging Machine Learning-Based PDF Malware Detection in Snort
    Chbib, Fadlallah
    Mustafa, Ali
    Khatoun, Rida
    International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2024, 2024,
  • [4] Securing Microservices-Based IoT Networks: Real-Time Anomaly Detection Using Machine Learning
    Olaya, Maria Katherine Plazas
    Tejada, Jaime Alberto Vergara
    Cobo, Jose Edinson Aedo
    JOURNAL OF COMPUTER NETWORKS AND COMMUNICATIONS, 2024, 2024
  • [5] AI Trojan Attack for Evading Machine Learning-based Detection of Hardware Trojans
    Pan, Zhixin
    Mishra, Prabhat
    IEEE Transactions on Computers, 2023, : 1 - 14
  • [6] Design of AI Trojans for Evading Machine Learning-based Detection of Hardware Trojans
    Pan, Zhixin
    Mishra, Prabhat
    Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022, 2022, : 682 - 687
  • [7] Review of Machine Learning-Based Distributed Denial-of-Service (DDoS) Detection and Prevention
    Department of Computer Science and Engineering, East West University, Dhaka, Bangladesh
    Lect. Notes Networks Syst., (319-326):
  • [8] Multivariate Time-Series Representation Learning via Hierarchical Correlation Pooling Boosted Graph Neural Network
    Wang, Yucheng
    Wu, Min
    Li, Xiaoli
    Xie, Lihua
    Chen, Zhenghua
    IEEE Transactions on Artificial Intelligence, 2024, 5 (01): : 321 - 333
  • [9] Anomaly Detection Using Smart Shirt and Machine Learning: A Systematic Review
    Nunes, E.C.
    Barbosa, José
    Alves, Paulo
    Franco, Tiago
    Silva, Alfredo
    Communications in Computer and Information Science, 2022, 1754 CCIS : 470 - 485
  • [10] Flow Graph Anomaly Detection Based on Unsupervised Learning
    Yang, Zhengqiang
    Tian, Junwei
    Li, Ning
    Mobile Information Systems, 2022, 2022