Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios

Vivian Lin, Ramneet Kaur, Yahan Yang +6

The safety of learning-enabled cyber-physical systems is compromised by the well-known vulnerabilities of deep neural networks to out-of-distribution (OOD) inputs. Existing literat…