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