Guiding Deep Learning System Testing using Surprise Adequacy

Jinhan Kim, Robert Feldt, Shin Yoo

Deep Learning (DL) systems are rapidly being adopted in safety and security critical domains, urgently calling for ways to test their correctness and robustness. Testing of DL syst…