Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)

Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)


"Machine studying and knowledge Mining for desktop safety" presents an summary of the present nation of study in laptop studying and knowledge mining because it applies to difficulties in desktop safeguard. This publication has a powerful concentrate on details processing and combines and extends effects from machine protection.

The first a part of the booklet surveys the knowledge resources, the training and mining tools, evaluate methodologies, and earlier paintings appropriate for desktop safety. the second one a part of the booklet involves articles written by means of the head researchers operating during this sector. those articles bargains with issues of host-based intrusion detection throughout the research of audit trails, of command sequences and of method calls in addition to community intrusion detection throughout the research of TCP packets and the detection of malicious executables.

This booklet fills the good desire for a publication that collects and frames paintings on constructing and using tools from computing device studying and information mining to difficulties in machine security.

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