Enhancing the security and forensic capabilities of programmable logic controllers, Advances in Digital Forensics XIV, pp.351-367, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01988832
A review of SCADA anomaly detection systems, Proceedings of the Sixth International Conference on Soft Computing Models in Industrial and Environmental Applications, pp.357-366, 2011. ,
, libnodave (sourceforge.net/projects/libnoda ve), 2014.
Project Report -SCADA Anomaly Detection, 2014. ,
Stuxnet worm impact on industrial cyber-physical system security, Proceedings of the Thirty-Seventh Annual Conference of the IEEE Industrial Electronics Society, pp.4490-4494, 2011. ,
Internet-facing PLCs as a network backdoor, Proceedings of the IEEE Conference on Communications and Network Security, pp.524-532, 2015. ,
, A time bomb with fourteen bytes, 2011.
, Step 7 Open Source Ethernet Communications Suite, 2016.
Assessing and augmenting SCADA cyber security: A survey of techniques, Computers and Security, vol.70, pp.436-454, 2017. ,
Attack and fault detection in process control communications using unsupervised machine learning, Proceedings of the Sixteenth International Conference on Industrial Informatics, pp.433-438, 2018. ,
, Scikit-learn Project, scikitlearn.metrics: Metrics (scikit-learn. org/stable/modules/classes.html#sklearn-metrics-metric s), 2016.
, Scikit-learn Project, Novelty and Outlier Detection (scikitlearn.org/stable/modules/outlier_detection.html#outlier -detection, 2017.
, Scikit-learn Project, sklearn.svm.OneClassSVM (scikit-learn. org/stable/modules/generated/sklearn.svm.OneClassSVM.ht ml, 2017.
An Introduction to Machine Learning with scikitlearn (scikit-learn.org/stable/tutorial/basic/tutor ial.html), 2018. ,
, Totally Integrated Automation Portal, 2019.
PLC-blaster: A worm living solely in the PLC, presented at Black Hat USA, 2016. ,
One-Class Classification (en.wikipedia.org/wiki/One -class_classification), 2018. ,
Exploring the use of PLC debugging tools for digital forensic investigations of SCADA systems, Journal of Digital Forensics, Security and Law, vol.10, issue.4, pp.79-96, 2015. ,
PLC forensics based on control program logic change detection, Journal of Digital Forensics, Security and Law, vol.10, issue.4, pp.59-68, 2015. ,
Detecting anomalous programmable logic controller events using machine learning, Advances in Digital Forensics XIII, pp.81-94, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01716409
Detecting anomalous behavior of PLCs using semi-supervised machine learning, Proceedings of the IEEE Conference on Communications and Network Security, pp.580-585, 2017. ,
Attack detection/prevention system against cyber attacks on industrial control systems, Computers and Security, vol.77, pp.94-105, 2018. ,