LEADER 00000cam a2200541 i 4500 
003    OCoLC 
005    20240129213017.0 
006    m     o  d         
007    cr unu|||||||| 
008    180314s2018    caua    ob    001 0 eng d 
019    1153028662 
020    1491979909 
020    9781491979907 
029 1  GBVCP|b1016523459 
035    (OCoLC)1028638690|z(OCoLC)1153028662 
037    CL0500000946|bSafari Books Online 
040    UMI|beng|erda|epn|cUMI|dSTF|dTOH|dOCLCF|dMERER|dOCLCQ
       |dOCLCA|dCEF|dKSU|dDEBBG|dG3B|dS9I|dUAB|dTXI|dVT2|dOCLCO
       |dOCLCQ|dOCLCO|dOCLCQ|dOCLCO|dOCLCL 
049    INap 
082 04 006.3/1 
082 04 006.3/1|223 
099    Ebook O'Reilly for Public Libraries 
100 1  Chio, Clarence. 
245 10 Machine learning and security :|bprotecting systems with 
       data and algorithms /|cClarence Chio and David Freeman.
       |h[O'Reilly electronic resource] 
246 30 Protecting systems with data and algorithms 
250    First edition. 
264  1 Sebastopol, CA :|bO'Reilly Media,|c2018. 
300    1 online resource (1 volume) :|billustrations 
336    text|btxt|2rdacontent 
337    computer|bc|2rdamedia 
338    online resource|bcr|2rdacarrier 
347    data file 
504    Includes bibliographical references and index. 
520    Can machine learning techniques solve our computer 
       security problems and finally put an end to the cat-and-
       mouse game between attackers and defenders? Or is this 
       hope merely hype? Now you can dive into the science and 
       answer this question for yourself. With this practical 
       guide, you'll explore ways to apply machine learning to 
       security issues such as intrusion detection, malware 
       classification, and network analysis. Machine learning and
       security specialists Clarence Chio and David Freeman 
       provide a framework for discussing the marriage of these 
       two fields, as well as a toolkit of machine-learning 
       algorithms that you can apply to an array of security 
       problems. This book is ideal for security engineers and 
       data scientists alike --|cBack cover. 
588 0  Online resource; title from title page (viewed March 12, 
       2018). 
590    O'Reilly|bO'Reilly Online Learning: Academic/Public 
       Library Edition 
650  0 Machine learning. 
650  0 Computer security. 
650  2 Computer Security 
650  2 Machine Learning 
650  6 Apprentissage automatique. 
650  6 Sécurité informatique. 
650  7 Computer security|2fast 
650  7 Machine learning|2fast 
700 1  Freeman, David,|d1979-|eauthor.|1https://id.oclc.org/
       worldcat/entity/E39PBJyGQK4GtkygxTyhWfgVG3 
776 08 |iPrint version:|aChio, Clarence.|tMachine learning and 
       security.|bFirst edition.|dSebastopol, CA : O'Reilly Media,
       2018|w(DLC)  2017278942 
856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https://
       learning.oreilly.com/library/view/~/9781491979891/?ar
       |zAvailalbe on O'Reilly for Public Libraries 
994    92|bJFN