000			01746cam a2200301 i 4500
003			SA-RiNAUS
005			20241103161330.0
008			181005t2018 xxua g b 001 0 eng
020			_a9781491979907
040			_aSA-RiNAUS _bara _cSA-RiNAUS _erda
082	0	4	_a006.31 _221 _bC C M
100	1		_aChio, Clarence, _eauthor. _943583
245	1	0	_aMachine learning and security : _bprotecting systems with data and algorithms / _cClarence Chio and David Freeman.
250			_aFirst edition.
264		1	_aSebastopol, CA : _bO'Reilly Media, _c2018.
264		4	_c©2018
300			_axv, 365 pages : _billustrations ; _c24 cm
504			_aIncludes bibliographical references and index.
520	0		_aCan 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 --
521			_aمقررات دراسية لطلاب الجامعة 2024.
650		0	_aMachine learning. _937417
650		0	_aComputer security.
700	1		_aFreeman, David, _eauthor. _943588
942			_2ddc _cBK
999			_c34783 _d34782