Fellow: Minyoung Kim
I3P Member hosting fellow: SRI International
Title of Work: Security Across Multi-layered Systems
This work has broad implications for security protocol optimization. In principle, it facilitates security-aware tradeoffs to improve system availability and the utilization of limited resources.
Fellow: Sean Whalen
I3P Member hosting fellow: Lawrence Berkeley National Laboratory and University of California, Davis
Title of Work: Metric-based Anomaly Detection
The goal of this research is development of a more mathematically rigorous anomaly detection framework, and its deployment to process control systems and supercomputing clusters. These goals are made possible by the domain-neutral metrics of information theory in tandem with the ε-machine model. This model, a special type of HMM, overcomes several limitations of traditional HMMs by inferring the model parameters from statistics of the data instead of relying on ad hoc assumptions.
See also: Past Participants in the I3P Postdoctoral Fellowship Program
