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

Bhavani Thuraisingham, Murat Kantarcioglu, Kevin Hamlen, Latifur Khan, Tim Finin, Anupam Joshi, Tim Oates, Elisa Bertino
2016 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI)  
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. I.
doi:10.1109/iri.2016.10 dblp:conf/iri/ThuraisinghamKH16 fatcat:tjclsakmazazbls4r3lk5uv4dq