SETA: Statistical Fault Attribution for Compound AI Systems

Sayak Chowdhury, Meenakshi D'Souza

Modern AI systems increasingly comprise multiple interconnected neural networks to tackle complex inference tasks. Testing such systems for robustness and safety entails significan…