Benchmarking Deception Probes via Black-to-White Performance Boosts

Avi Parrack, Carlo Leonardo Attubato, Stefan Heimersheim

AI assistants will occasionally respond deceptively to user queries. Recently, linear classifiers (called "deception probes") have been trained to distinguish the internal activati…