College of Engineering, Design & Computing Events

NSF

The objective of the Safe Learning-Enabled Systems program is the design and implementation of learning-enabled systems in which safety is ensured with high levels of confidence. In some instances, safety may further require new methods for reverse-engineering, inspecting, and interpreting the internal logic of learned models to identify unexpected behavior that could not be found by black-box testing alone, and methods for improving the performance by directly adapting the systems’ internal logic. Whatever the setting, any learning-enabled system’s end-to-end safety guarantees must be specified clearly and precisely.