Data-Driven Detection of Stealth Cyber-Attacks in DC Microgrids

Cyber-physical systems such as microgrids contain numerous attack surfaces in communication links, sensors, and actuators forms. Manipulating the communication links and sensors is done to inject anomalous data that can be transmitted through the cyber layer along with the original data stream. The...

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Veröffentlicht in:	IEEE systems journal Jg. 16; H. 4; S. 6097 - 6106
Hauptverfasser:	Takiddin, Abdulrahman, Rath, Suman, Ismail, Muhammad, Sahoo, Subham
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.12.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Actuators Anomalies Anomaly detection Cyber-physical systems Cybersecurity Data transmission dc microgrids Detectors Distributed databases Distributed generation Electric potential Feature extraction long short-term memory (LSTM)-autoencoder Microgrids Packets (communication) Sensors Systems stability Training Voltage Voltage control
ISSN:	1932-8184, 1937-9234
Online-Zugang:	Volltext
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