‪Amani Ayad

Assistant Professor, Kean University

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.


  • Software Testing
  • Mutation Testing
  • Mutant Submstion