SnapCatch: Automatic Detection of Covert Timing Channels Using Image Processing and Machine Learning

With the rapid growth of data exfiltration carried out by cyber attacks, Covert Timing Channels (CTC) have become an imminent network security risk that continues to grow in both sophistication and utilization. These types of channels utilize inter-arrival times to steal sensitive data from the targ...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.177-191
Hauptverfasser:	Al-Eidi, Shorouq, Darwish, Omar, Chen, Yuanzhu, Husari, Ghaith
Format:	Artikel
Sprache:	eng
Schlagworte:	Channels Communications traffic Covert timing channels Cybersecurity Decision trees detection Entropy Feature extraction Image processing Machine learning Machine learning algorithms Quality of service Timing Traffic flow
Online-Zugang:	Volltext
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