Data Exfiltration Detection on Network Metadata with Autoencoders

We designed a Network Exfiltration Detection System (NEDS) to detect data exfiltration as occurring in ransomware attacks. The NEDS operates on aggregated metadata, which is more privacy-friendly and allows analysis of large volumes of high-speed network traffic. The NEDS aggregates metadata from mu...

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Bibliographic Details
Main Authors: Daan Willems, Katharina Kohls, Bob van der Kamp, Harald Vranken
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/12/2584