000 03369nam a22004935i 4500
001 978-3-319-08624-8
003 DE-He213
005 20200421111206.0
007 cr nn 008mamaa
008 140903s2015 gw | s |||| 0|eng d
020 _a9783319086248
_9978-3-319-08624-8
024 7 _a10.1007/978-3-319-08624-8
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aIntelligent Methods for Cyber Warfare
_h[electronic resource] /
_cedited by Ronald R. Yager, Marek Z. Reformat, Naif Alajlan.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXII, 278 p. 58 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v563
505 0 _aMalware and Machine Learning -- Soft Computing Based Epidemical Crisis Prediction -- An ACP-Based Approach to Intelligence and Security Informatics -- Microfiles as a Potential Source of Confidential Information Leakage -- Decision Support in Open Source Intelligence -- Information Fusion Process Design Issues for Hard and Soft Information: Developing an Initial Prototype -- Intrusion Detection with Type-2 Fuzzy Ontologies and Similarity Measures -- A multi-objective genetic algorithm based approach for effective intrusion detection using neural networks -- Cyber Insider Mission Detection for Situation Awareness -- A Game Theoretic Engine for Cyber Warfare -- Mission Impact Assessment for Cyber Warfare -- Uncertainty modeling: the Computational Economists' View on Cyberwarfare.
520 _aCyberwarfare has become an important concern for governmental agencies as well businesses of various types.  This timely volume, with contributions from some of the internationally recognized, leaders in the field, gives readers a glimpse of the new and emerging ways that Computational Intelligence and Machine Learning methods can be applied to address problems related to cyberwarfare. The book includes a number of chapters that can be conceptually divided into three topics: chapters describing different data analysis methodologies with their applications to cyberwarfare, chapters presenting a number of intrusion detection approaches, and chapters dedicated to analysis of possible cyber attacks and their impact. The book provides the readers with a variety of methods and techniques, based on computational intelligence, which can be applied to the broad domain of cyberwarfare.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
700 1 _aYager, Ronald R.
_eeditor.
700 1 _aReformat, Marek Z.
_eeditor.
700 1 _aAlajlan, Naif.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319086231
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v563
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-08624-8
912 _aZDB-2-ENG
942 _cEBK
999 _c54165
_d54165