Network Security Through Data Analysis pdf epub mobi txt 電子書下載2025

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出版者:O'Reilly Media

作者:Michael Collins

出品人:

頁數:348

译者:

出版時間:2014-2-23

價格:USD 39.99

裝幀:Paperback

isbn號碼:9781449357900

叢書系列:

圖書標籤:

Analysis
Security
Network
計算機
網絡分析
數據分析
安全
data
網絡安全
數據分析
網絡監控
威脅檢測
數據挖掘
安全情報
網絡流量分析
入侵檢測
日誌分析
安全運維

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具體描述

System and network administrators have traditionally monitored their systems through general tools such as intrusion detection and logfile analysis. But modern, complex networks, suffering from more and more sophisticated attacks, deserve more analytical tools. Michael Collins, a leading researcher in security, introduces the techniques needed in this book and highlights some of the computing tools that will help catch problems. The book is divided into three large sections: data collection, analysis, and taking action. These can be iterative, as each discovery alerts the administrator to data that should be collected. Several forms of analysis and visualization are covered. Topics include: What data to capture on your systems Data fusion Structures and storage systems for data Using R, SiLK, and Python for analysis Visualization and exploratory data analysis Graph analysis Network mapping Address forensics: determining where traffic originates Handling malware