This CPS proposal focuses on developing scientific foundations for the research area of CPS Security and Privacy.  Our novelty is that while security and privacy are two properties we want these systems to provide, they have not been addressed jointly before.  

Performance monitoring data (e.g., measurements, logs, events) are becoming increasingly accessible and abundant (in terms of cost and availability) in modern distributed complex systems such as computer systems and networks, integrated buildings, industrial systems, transportation networks and power-grids. With efficient exploration of such data, health monitoring, diagnosis and prognosis can be greatly improved beyond the current state-of-the-art.