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001432992 001__ 1432992
001432992 003__ OCoLC
001432992 005__ 20230309003543.0
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001432992 019__ $$a1227061673$$a1237446350$$a1238206039
001432992 020__ $$a9783030570248$$q(electronic book)
001432992 020__ $$a303057024X$$q(electronic book)
001432992 020__ $$z3030570231
001432992 020__ $$z9783030570231
001432992 0247_ $$a10.1007/978-3-030-57024-8$$2doi
001432992 035__ $$aSP(OCoLC)1227390281
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001432992 049__ $$aISEA
001432992 050_4 $$aQ335$$b.M33 2021eb
001432992 08204 $$a006.3$$223
001432992 24500 $$aMachine intelligence and big data analytics for cybersecurity applications /$$cYassine Maleh [and three others], editors.
001432992 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2021]
001432992 264_4 $$c©2021
001432992 300__ $$a1 online resource (xiii, 539 pages)
001432992 336__ $$atext$$btxt$$2rdacontent
001432992 337__ $$acomputer$$bc$$2rdamedia
001432992 338__ $$aonline resource$$bcr$$2rdacarrier
001432992 347__ $$atext file
001432992 347__ $$bPDF
001432992 4901_ $$aStudies in Computational Intelligence ;$$vvolume 919
001432992 504__ $$aIncludes bibliographical references.
001432992 50500 $$gPart I.$$tMachine Intelligence and Big Data Analytics for Cybersecurity: Fundamentals and Challenges --$$tNetwork Intrusion Detection: Taxonomy and Machine Learning Applications --$$tMachine Learning and Deep Learning Models for Big Data Issues --$$tThe Fundamentals and Potential for Cybersecurity of Big Data in the Modern World --$$tToward a Knowledge-Based Model to Fight Against Cybercrime Within Big Data Environments: A Set of Key Questions to Introduce the Topic --$$gPart II.$$tMachine Intelligence and Big Data Analytics for Cyber-Threat Detection and Analysis --$$tImproving Cyber-Threat Detection by Moving the Boundary Around the Normal Samples --$$tBayesian Networks for Online Cybersecurity Threat Detection --$$g(Plus 8 other papers) --$$gPart III.$$tMachine Intelligence and Big Data Analytics for Cybersecurity Applications (10 papers).
001432992 506__ $$aAccess limited to authorized users.
001432992 520__ $$aThis book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis. Cyber-attacks have posed real and wide-ranging threats for the information society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication of attacks but also because of the large scale and complex nature of today's IT infrastructures. It discusses novel trends and achievements in machine intelligence and their role in the development of secure systems and identifies open and future research issues related to the application of machine intelligence in the cybersecurity field. Bridging an important gap between machine intelligence, big data, and cybersecurity communities, it aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this area or those interested in grasping its diverse facets and exploring the latest advances on machine intelligence and big data analytics for cybersecurity applications.
001432992 588__ $$aOnline resource; title from digital title page (viewed on February 08, 2021).
001432992 650_0 $$aArtificial intelligence.
001432992 650_0 $$aBig data.
001432992 650_0 $$aComputer security.
001432992 650_0 $$aComputational intelligence.
001432992 650_0 $$aMachine learning.
001432992 650_0 $$aComputer crimes.
001432992 650_6 $$aIntelligence artificielle.
001432992 650_6 $$aDonnées volumineuses.
001432992 650_6 $$aSécurité informatique.
001432992 650_6 $$aIntelligence informatique.
001432992 650_6 $$aApprentissage automatique.
001432992 650_6 $$aCriminalité informatique.
001432992 655_0 $$aElectronic books.
001432992 7001_ $$aMaleh, Yassine,$$d1987-$$eeditor.
001432992 7001_ $$aShojafar, Mohammad,$$eeditor.
001432992 7001_ $$aAlazab, Mamoun,$$d1980-$$eeditor.
001432992 7001_ $$aBaddi, Youssef,$$eeditor.
001432992 77608 $$iPrint version:$$aMaleh, Yassine.$$tMachine Intelligence and Big Data Analytics for Cybersecurity Applications.$$dCham : Springer International Publishing AG, ©2021$$z9783030570231
001432992 830_0 $$aStudies in computational intelligence ;$$vv. 919.
001432992 852__ $$bebk
001432992 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-57024-8$$zOnline Access$$91397441.1
001432992 909CO $$ooai:library.usi.edu:1432992$$pGLOBAL_SET
001432992 980__ $$aBIB
001432992 980__ $$aEBOOK
001432992 982__ $$aEbook
001432992 983__ $$aOnline
001432992 994__ $$a92$$bISE