Auditing Latent-Space Monitors for Autonomous Driving

Nikhil Kamalkumar Advani, Vishwajeet Shivaji Hogale, Saurav Kumar

Runtime failure monitors can use a model's internal representations to anticipate failures. We audit this monitoring strategy across two autonomous-driving tasks: online vectorized…