Download Machine Learning and Data Mining for Computer Security: by Marcus A. Maloof (Ed.),Marcus A. Maloof PDF

By Marcus A. Maloof (Ed.),Marcus A. Maloof

"Machine studying and information Mining for desktop safety" offers an summary of the present nation of analysis in laptop studying and information mining because it applies to difficulties in computing device protection. This booklet has a robust concentrate on details processing and combines and extends effects from machine safety.

The first a part of the ebook surveys the knowledge assets, the training and mining tools, assessment methodologies, and previous paintings suitable for computing device protection. the second one a part of the booklet contains articles written by means of the pinnacle researchers operating during this sector. those articles bargains with subject matters of host-based intrusion detection throughout the research of audit trails, of command sequences and of procedure calls in addition to community intrusion detection in the course of the research of TCP packets and the detection of malicious executables.

This ebook fills the good want for a e-book that collects and frames paintings on constructing and making use of tools from laptop studying and information mining to difficulties in laptop security.

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