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Physical Sciences and Mathematics Commons

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Computer Sciences

2019

Deep learning

Boise State University Theses and Dissertations

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Full-Text Articles in Physical Sciences and Mathematics

Falcon: Framework For Anomaly Detection In Industrial Control Systems, Subin Sapkota Dec 2019

Falcon: Framework For Anomaly Detection In Industrial Control Systems, Subin Sapkota

Boise State University Theses and Dissertations

Industrial Control Systems (ICS) are used to control physical processes in the nation's critical infrastructures. They are composed of subsystems that control physical processes by analyzing the information received from the sensors. Based on the state of the process, the controller issues control commands to the actuators. These systems are utilized in a wide variety of operations such as water treatment plants, power, and manufacturing, etc. While the safety and security of these systems are of high concern, recent reports have shown an increase in targeted attacks that are aimed at manipulating the physical processes to cause catastrophic consequences. This …