Publications

2026

  • GIFTbench: Generative Image Fuzz Testing Benchmark
    Maryam, Matteo Biagiola, Andrea Stocco, and Vincenzo Riccio
    Science of Computer Programming, Volume 253, Article 103502, Elsevier, 2026
    [PDF] [DOI]

  • DeepNaqqal: Human-Aligned Automated Validation of Test Inputs for Deep Learning
    Maryam, Matteo Biagiola, Paolo Tonella, and Vincenzo Riccio
    In Proceedings of the 19th IEEE International Conference on Software Testing, Verification and Validation (ICST 2026)
    [PDF]

2025

  • Benchmarking Generative AI Models for Deep Learning Test Input Generation
    Maryam, Matteo Biagiola, Andrea Stocco, and Vincenzo Riccio
    In Proceedings of the 18th IEEE International Conference on Software Testing, Verification and Validation (ICST 2025) 🏆 Distinguished Paper Award
    [PDF] [Slide]