Philip Koopman

Learning product set models of fault triggers in high-dimensional software interfaces

We propose a method for generating interpretable descriptions of inputs that cause faults in high-dimensional software interfaces. Our method models the set of fault-triggering inputs as a Cartesian product and identifies this set by actively querying the system under test. The active sampling schem…