Lavrentyev, Andrey

1. Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model
   2016/12/20 by Pavel Nikolaevich Filonov, Filonov, Pavel, Andrey Lavrentyev +4 · 7 citations
   Computer Science · Engineering · #Advanced Computational Techniques and Applications #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting
2. RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process
   2017/09/07 by Pavel Filonov, Fedor Kitashov, Filonov, Pavel +3 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
3. Anomaly Detection for Water Treatment System based on Neural Network with Automatic Architecture Optimization
   2018/07/19 by Dmitry Shalyga, Shalyga, Dmitry, Pavel Filonov +3 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection