Data Analytics for Cybersecurity

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.