Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model

20 December 2016

Papers citing "Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model"

11 / 11 papers shown

Title
RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration Alicia Russell-Gilbert Sudip Mittal Shahram Rahimi Maria Seale Joseph E. Jabour Thomas Arnold Joshua Church 43 1 0 04 Mar 2025
Anomaly Detection for Multivariate Time Series on Large-scale Fluid Handling Plant Using Two-stage Autoencoder S. Naito Yasunori Taguchi Kouta Nakata Yuichi Kato AI4TS 28 5 0 20 May 2022
Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks J. Pérez Patricia Arroba Jose M. Moya 27 14 0 12 Jan 2022
Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection Yu-xin Zhang Jindong Wang Yiqiang Chen Hanchao Yu Tao Qin AI4TS 33 54 0 03 Jan 2022
Anomaly Detection in Beehives: An Algorithm Comparison Padraig Davidson M. Steininger Florian Lautenschlager Anna Krause Andreas Hotho 40 5 0 08 Oct 2021
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series Ailin Deng Bryan Hooi AI4TS 30 847 0 13 Jun 2021
Anomaly Detection in Beehives using Deep Recurrent Autoencoders Padraig Davidson M. Steininger Florian Lautenschlager Konstantin Kobs Anna Krause Andreas Hotho 26 21 0 10 Mar 2020
Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning Tailai Wen Roy Keyes AI4TS 39 125 0 31 May 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 41 1,479 0 10 Jan 2019
Mechanisms for Integrated Feature Normalization and Remaining Useful Life Estimation Using LSTMs Applied to Hard-Disks Sanchita Basak Saptarshi Sengupta A. Dubey 27 3 0 21 Oct 2018
Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data S. D. Antón Lia Ahrens Daniel Fraunholz Hans D. Schotten 11 33 0 20 Sep 2018