Botnet detection on flow data using the reconstruction error from Autoencoders trained on Word2Vec network embeddings

Botnet network attacks are a growing issue in network security. These types of attacks consist out of compromised devices which are used for malicious activities. Many traditional systems use pre-defined pattern matching methods for detecting network intrusions based on the characteristics of previo...

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Bibliographic Details
Main Author: Ramström, Kasper
Format: Others
Language:English
Published: Uppsala universitet, Institutionen för informationsteknologi 2019
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-393285