Can Search-Based Testing with Pareto Optimization Effectively Cover Failure-Revealing Test Inputs?

Lev Sorokin, Damir Safin, Shiva Nejati

Search-based software testing (SBST) is a widely adopted technique for testing complex systems with large input spaces, such as Deep Learning-enabled (DL-enabled) systems. Many SBS…