ARCYBER to host machine learning collaboration event

On April 12, the U.S. Army Cyber Command (ARCYBER) posted an invitation to the upcoming Machine Learning Collaboration Event, to be held on May 10. RSVPs are due no later than May 3.

The Cyber Fusion Innovation Center (CFIC), in collaboration with ARCYBER Technical Warfare Center (TWC), will host a series of events to identify existing and/or potential capabilities and expertise to reduce cognitive workloads and optimize workflows within its 4 mission areas (defend, operate, influence, and attack) to further increase operational effectiveness.

Background

Machine learning (ML) and artificial intelligence (AI)-enabled systems can effectively reduce Warfighter burden by automating portions of their workflows to increase Warfighter accuracy and throughput.  Warfighters with shorter, more accurate workflows will therefore increase operational effectiveness across many various lines of effort.  Defensive and offensive cyberspace workflows involve finding a capability or technique to generate an effect somewhere in an environment under certain conditions.

Understanding the entire solution space manually is cumbersome, time-consuming, and in most cases infeasible.  An AI-based system could reduce this problem to the subset of capabilities/techniques that have the highest probability of success given past experience.  This would enable faster and more accurate solution finding, ultimately improving operational effectiveness.

Review the full ARCYBER machine learning collaboration event information.

Source: SAM

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