We describe a swarming-agent-based, mixed-initiative approach to infrastructure defense where teams of humans and software agents defend cooperating organizations in tandem by sharing insights and solutions without violating proprietary boundaries. The system places human administrators at the appropriate level where they provide system guidance while lower-level agents carry out tasks humans are unable to perform quickly enough to mitigate today’s security threats. Cooperative Infrastructure Defense (CID) uses our ant-based approach to enable dialogue between humans and agents to foster a collaborative problem-solving environment, increase human situational awareness and influence using visualization and shared control. We discuss theoretical implementation characteristics along with results from recent proof-of-concept implementations.
Revised: September 1, 2011 |
Published: July 12, 2011
Citation
Haack J.N., G.A. Fink, W.M. Maiden, A.D. McKinnon, S.J. Templeton, and E.W. Fulp. 2011.Ant-Based Cyber Security. In 8th International Conference on Information Technology : New Generations (ITNG 2011), April 11-13, 2011, Las Vegas, Nevada, edited by S Latifi, et al, 918-926. Los Alamitos, California:IEEE Computer Society.PNNL-SA-77686.doi:10.1109/ITNG.2011.159