IEEE Conference on Information Reuse and Integration,

A Data Driven Approach for the Science of Cyber Security: Challenges and Directions

, , , , , , , and

This paper describes a data driven approach to studying the science of cyber security (SoS). It argues that science is driven by data. It then describes issues and approaches towards the following three aspects: (i) Data Driven Science for Attack Detection and Mitigation, (ii) Foundations for Data Trustworthiness and Policy-based Sharing, and (iii) A Risk-based Approach to Security Metrics. We believe that the three aspects addressed in this paper will form the basis for studying the Science of Cyber Security.


  • 505250 bytes

cybersecurity, security

InProceedings

IEEE Computer Society

Downloads: 629 downloads

UMBC ebiquity