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

"Machine studying and information Mining for machine safeguard" presents an outline of the present country of analysis in computer studying and information mining because it applies to difficulties in machine safety. This booklet has a powerful specialize in details processing and combines and extends effects from laptop defense.

The first a part of the publication surveys the information assets, the educational and mining tools, overview methodologies, and prior paintings suitable for machine protection. the second one a part of the e-book involves articles written through the head researchers operating during this quarter. those articles bargains with subject matters of host-based intrusion detection in the course of the research of audit trails, of command sequences and of process calls in addition to community intrusion detection during the research of TCP packets and the detection of malicious executables.

This e-book fills the good desire for a publication that collects and frames paintings on constructing and utilising tools from desktop studying and information mining to difficulties in laptop security.

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