RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process

RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process

7 September 2017

Andrey Lavrentyev

ArXiv (abs)PDF HTML

Papers citing "RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process"

11 / 11 papers shown

Title
Online Model-based Anomaly Detection in Multivariate Time Series: Taxonomy, Survey, Research Challenges and Future DirectionsEngineering applications of artificial intelligence (EAAI), 2024 Lucas Correia Jan-Christoph Goos Philipp Klein Thomas Bäck Anna V. Kononova AI4TS 345 13 0 07 Aug 2024
A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis Chun Yang AI4TS AI4CE 198 4 0 03 Dec 2021
Applications of Recurrent Neural Network for Biometric Authentication & Anomaly Detection Joseph M. Ackerson Rushit Dave Naeem Seliya 134 63 0 13 Sep 2021
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series SignalsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Yu-xin Zhang Yiqiang Chen Yongfeng Zhang Zhiwen Pan AI4TS 171 270 0 27 Jul 2021
Adversarial Attacks and Mitigation for Anomaly Detectors of Cyber-Physical Systems Yifan Jia Jingyi Wang Christopher M. Poskitt Sudipta Chattopadhyay Jun Sun Yuqi Chen AAML 147 33 0 22 May 2021
Unsupervised Learning Based Robust Multivariate Intrusion Detection System for Cyber-Physical Systems using Low Rank Matrix Aneet Kumar Dutta B. Mukhoty S. Shukla AAML OOD 62 0 0 07 Sep 2020
Anomalous Example Detection in Deep Learning: A Survey Saikiran Bulusu B. Kailkhura Yue Liu P. Varshney Basel Alomair AAML 334 48 0 16 Mar 2020
On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Christopher Sweet Stephen Moskal S. Yang GAN 131 1 0 03 Aug 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 603 1,659 0 10 Jan 2019
Anomaly Detection for Water Treatment System based on Neural Network with Automatic Architecture Optimization Dmitry Shalyga Pavel Filonov Andrey Lavrentyev 117 75 0 19 Jul 2018
Discovering Signals from Web Sources to Predict Cyber Attacks Palash Goyal K. T. Hossain A. Deb N. Tavabi Nathan Bartley A. Abeliuk Emilio Ferrara Kristina Lerman 143 28 0 08 Jun 2018