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Titlebook: Information Fusion for Cyber-Security Analytics; Izzat M Alsmadi,George Karabatis,Ahmed Aleroud Book 2017 Springer International Publishin

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发表于 2025-3-21 17:39:35 | 显示全部楼层 |阅读模式
书目名称Information Fusion for Cyber-Security Analytics
编辑Izzat M Alsmadi,George Karabatis,Ahmed Aleroud
视频video
概述Helps readers understand how combining machine learning and reasoning techniques aids in creating attack prediction models with higher accuracy;.Provides information on utilizing several existing appl
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Information Fusion for Cyber-Security Analytics;  Izzat M Alsmadi,George Karabatis,Ahmed Aleroud Book 2017 Springer International Publishin
描述.This book highlights several gaps that have not been addressed in existing cyber security research. It first discusses the recent attack prediction techniques that utilize one or more aspects of information to create attack prediction models. The second part is dedicated to new trends on information fusion and their applicability to cyber security; in particular, graph data analytics for cyber security, unwanted traffic detection and control based on trust management software defined networks, security in wireless sensor networks & their applications, and emerging trends in security system design using the concept of social behavioral biometric. The book guides the design of new commercialized tools that can be introduced to improve the accuracy of existing attack prediction models. Furthermore, the book advances the use of Knowledge-based Intrusion Detection Systems (IDS) to complement existing IDS technologies. It is aimed towards cyber security researchers..
出版日期Book 2017
关键词Cyber security; Attack prediction models; Information fusion; Information Fusion for Security Analytics
版次1
doihttps://doi.org/10.1007/978-3-319-44257-0
isbn_softcover978-3-319-83023-0
isbn_ebook978-3-319-44257-0Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer International Publishing Switzerland 2017
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发表于 2025-3-22 00:16:44 | 显示全部楼层
Izzat M Alsmadi,George Karabatis,Ahmed AleroudHelps readers understand how combining machine learning and reasoning techniques aids in creating attack prediction models with higher accuracy;.Provides information on utilizing several existing appl
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978-3-319-83023-0Springer International Publishing Switzerland 2017
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A Framework for Contextual Information Fusion to Detect Cyber-Attacks,extual relations. We propose methods to generate zero-day attack signatures using graph-based contextual relations between (1) known attacks and (2) vulnerable software components. These are certainly hard problems to solve, and we doubt that incremental improvements in IDSs will result in a signifi
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