000			02286cam a22003378a 4500
005			20250918143823.0
008			110808s2011 flua b 001 0 eng
020			_a9781439839423 (hardback) _cRM257.28
039		9	_a201206201602 _badnan _c201206081629 _dmasrul _y08-08-2011 _zmasrul
040			_aDLC _cDLC _dUKM
090			_aC18.D863 2
090			_aC18 _b.D863 2
100	1		_aDua, Sumeet.
245	1	0	_aData mining and machine learning in cybersecurity / _cSumeet Dua, Xian Du.
260			_aBoca Raton : _bTaylor & Francis, _c2011.
300			_axxii, 234 p. : _bill. ; _c24 cm.
504			_aIncludes bibliographical references and index.
520			_a'Introducing basic concepts of machine learning and data mining methodologies for cyber security, this book provides a unified reference for specific machine learning solutions and cybersecurity problems. The authors focus on how to apply machine learning methodologies in cybersecurity, categorizing methods for detecting, scanning, profiling, intrusions, and anomalies. The text presents challenges and solutions in machine learning along with cybersecurity fundamentals. It also describes advanced problems in cybersecurity in the machine learning domain and examines privacy-preserving data mining methods as a proactive security solution'-- _cProvided by publisher.
520			_a'This interdisciplinary assessment is especially useful for students, who typically learn cybersecurity, machine learning, and data mining in independent courses. Machine learning and data mining play significant roles in cybersecurity, especially as more challenges appear with the rapid development of information discovery techniques, such as those originating from the sheer dimensionality and heterogeneous nature of the network data, the dynamic change of threats, and the severe imbalanced classes of normal and anomalous behaviors'-- _cProvided by publisher.
650		0	_aData mining.
650		0	_aMachine learning.
650		0	_aComputer security.
700	1		_aDu, Xian.
907			_a.b15124708 _b2021-05-28 _c2019-11-12
942			_c01 _n0 _kC18.D863 2
914			_avtls003475324
990			_amab
991			_aFakulti Undang-Undang
998			_au _b2011-08-08 _cm _da _feng _gflu _y0 _z.b15124708
999			_c496800 _d496800