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Data Analytics for Cybersecurity
Vandana P. Janeja
出版Cambridge University Press, 2022-07-21
主題Computers / Data Science / Data AnalyticsComputers / Security / GeneralMathematics / General
ISBN110841527X9781108415279
URLhttp://books.google.com.hk/books?id=Y5NsEAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋As the world becomes increasingly connected, it is also more exposed to a myriad of cyber threats. We need to use multiple types of tools and techniques to learn and understand the evolving threat landscape. Data is a common thread linking various types of devices and end users. Analyzing data across different segments of cybersecurity domains, particularly data generated during cyber-attacks, can help us understand threats better, prevent future cyber-attacks, and provide insights into the evolving cyber threat landscape. This book takes a data oriented approach to studying cyber threats, showing in depth how traditional methods such as anomaly detection can be extended using data analytics and also applies data analytics to non-traditional views of cybersecurity, such as multi domain analysis, time series and spatial data analysis, and human-centered cybersecurity.