000			a
999			_c30356 _d30356
008			211220b xxu||||| |||| 00| 0 eng d
020			_a9781108491594
082			_a363.325 _bMAR
100			_aMarin, Ericsson
245			_aExploring malicious hacker communities : toward proactive cyber defence
260			_bCambridge University Press, _c2021 _aCambridge :
300			_axii, 211 p. ; _bill., _c24 cm
365			_b47.99 _cGBP _d104.60
504			_aIncludes bibliographical references and index.
520			_aMalicious hackers utilize the World Wide Web to share knowledge. Analyzing the online communication of these threat actors can help reduce the risk of attacks. This book shifts attention from the defender environment to the attacker environment, offering a new security paradigm of 'proactive cyber threat intelligence' that allows defenders of computer networks to gain a better understanding of their adversaries by analyzing assets, capabilities, and interest of malicious hackers. The authors propose models, techniques, and frameworks based on threat intelligence mined from the heart of the underground cyber world: the malicious hacker communities. They provide insights into the hackers themselves and the groups they form dynamically in the act of exchanging ideas and techniques, buying or selling malware, and exploits. The book covers both methodology - a hybridization of machine learning, artificial intelligence, and social network analysis methods - and the resulting conclusions, detailing how a deep understanding of malicious hacker communities can be the key to designing better attack prediction systems.
650			_aCyber intelligence
650			_aComputer security
650			_aHackers
650			_aSocial networks
650			_aSocial sciences
650			_aNetwork analysis
650			_aData mining
650			_aHacking, Prevention
650			_aCyberterrorism
700			_aAlmukaynizi, Mohammed
700			_aSarkar, Soumajyoti
700			_aNunes, Eric
700			_aShakarian, Jana
700			_aShakarian, Paulo
942			_2ddc _cBK