A Survey on Industrial Control System Testbeds and Datasets for Security
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A Survey on Industrial Control System Testbeds and Datasets for Security Research

10 February 2021

Federico Turrin

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Papers citing "A Survey on Industrial Control System Testbeds and Datasets for Security Research"

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Title
A Systematic Literature Review of Cyber Security Monitoring in Maritime Risto Vaarandi Leonidas Tsiopoulos Gabor Visky Muaan Ur Rehman Hayretdin Bahsi 66 0 0 23 Mar 2025
A Survey of Anomaly Detection in Cyber-Physical Systems Danial Abshari Meera Sridhar 91 3 0 18 Feb 2025
DAICS: A Deep Learning Solution for Anomaly Detection in Industrial Control Systems Maged AbdelAty Roberto Doriguzzi-Corin Domenico Siracusa 63 42 0 14 Sep 2020
Assessing the Use of Insecure ICS Protocols via IXP Network Traffic Analysis G. Barbieri Mauro Conti Nils Ole Tippenhauer Federico Turrin 23 6 0 02 Jul 2020
KYPO4INDUSTRY: A Testbed for Teaching Cybersecurity of Industrial Control Systems Pavel Čeleda Jan Vykopal Valdemar Švábenský K. Slávicek 24 18 0 24 Apr 2020
Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning Maede Zolanvari M. Teixeira R. Jain 43 54 0 02 Dec 2019
Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things Maede Zolanvari M. Teixeira Lav Gupta K. Khan R. Jain 52 308 0 13 Nov 2019
LICSTER -- A Low-cost ICS Security Testbed for Education and Research Felix Sauer Matthew Niedermaier Susanne Kießling D. Merli 37 18 0 01 Oct 2019
A Public Network Trace of a Control and Automation System Gorby Kabasele Ndonda R. Sadre 43 2 0 06 Aug 2019
Efficient Cyber Attacks Detection in Industrial Control Systems Using Lightweight Neural Networks and PCA Moshe Kravchik A. Shabtai AAML 73 55 0 02 Jul 2019
Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set S. D. Antón Suneetha Kanoor Daniel Fraunholz Hans D. Schotten 102 81 0 28 May 2019
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks Dan Li Dacheng Chen Lei Shi Baihong Jin Jonathan Goh See-Kiong Ng 77 775 0 15 Jan 2019
Uncovering Vulnerable Industrial Control Systems from the Internet Core Marcin Nawrocki T. Schmidt Matthias Wählisch 41 31 0 14 Jan 2019
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 113 33 0 20 Sep 2018
DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN Swee Kiat Lim Yi Loo Ngoc-Trung Tran Ngai-Man Cheung Gemma Roig Yuval Elovici 39 117 0 23 Aug 2018
Learning from Mutants: Using Code Mutation to Learn and Monitor Invariants of a Cyber-Physical System Yuqi Chen Christopher M. Poskitt Jun Sun 52 123 0 03 Jan 2018
MiniCPS: A toolkit for security research on CPS Networks D. Antonioli Nils Ole Tippenhauer 45 111 0 17 Jul 2015