Machine Learning For Application-Layer Intrusion Detection - Softcover

Konrad Rieck

 
9781447848080: Machine Learning For Application-Layer Intrusion Detection

Synopsis

This book is concerned with the automatic detection of unknown attacks in network communication. Based on concepts of machine learning, a framework for self-learning intrusion detection is proposed which enables accurate and efficient identification of attacks in the application layer of network communication. The book is a doctoral thesis and targets researchers and postgraduate students in the area of computer security and machine learning.

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