3 papers
cs.SE2025
Search-based Software Testing Driven by Domain Knowledge: Reflections and New Perspectives
Federico Formica, Mark Lawford, Claudio Menghi
Search-based Software Testing (SBST) can automatically generate test cases to search for requirements violations. Unlike manual test case development, it can generate a substantial…
cs.LG2025
Feature-Guided Analysis of Neural Networks: A Replication Study
Federico Formica, Stefano Gregis, Aurora Francesca Zanenga +3
Understanding why neural networks make certain decisions is pivotal for their use in safety-critical applications. Feature-Guided Analysis (FGA) extracts slices of neural networks…
cs.SE2025
Search-based Testing of Simulink Models with Requirements Tables
Federico Formica, Chris George, Shayda Rahmatyan +4
Search-based software testing (SBST) of Simulink models helps find scenarios that demonstrate that the system can reach a state that violates one of its requirements. However, many…