Matrix/array analysis of networks can provide significant insight into their behavior and aid in
their operation and protection. Prior work has demonstrated the analytic, performance, and …

Long range detection is a cornerstone of defense in many operating domains (land, sea,
undersea, air, space,…,). In the cyber domain, long range detection requires the analysis of …

Modern network sensors continuously produce enormous quantities of raw data that are
beyond the capacity of human analysts. Cross-correlation of network sensors increases this …

The MIT/IEEE/Amazon GraphChallenge encourages community approaches to developing
new solutions for analyzing graphs and sparse data derived from social media, sensor …

The Internet has become a critical component of modern civilization requiring scientific
exploration akin to endeavors to understand the land, sea, air, and space environments …

Internet analysis is a major challenge due to the volume and rate of network traffic. In lieu of
analyzing traffic as raw packets, network analysts often rely on compressed network flows …

Defending community-owned cyber space requires community-based efforts. Large-scale
network observations that uphold the highest regard for privacy are key to protecting our …

Understanding what is normal is a key aspect of protecting a domain. Other domains invest
heavily in observational science to develop models of normal behavior to better detect …