Dr. Ayad is an assistant professor in Computer Science at Kean University. Her research interests include deep learning, software testing, mutation testing, mutant subsumption, and mutant set minimization.
Her approach is a measure of test suite effectiveness, which reflects the extent to which a test suite reveals the failure of a program to meet its specification; it’s defined as semantic coverage.