Application of deep learning models to generate rich, dynamic and production-like test data

C Tan, R Behjati, E Arisholm - Empirical Software Engineering, 2025 - Springer
Traditionally, software development teams in many industries have used copies of
production databases or their masked, anonymized, or obfuscated versions for testing …

Enhancing Synthetic Test Data Generation with Language Models Using a More Expressive Domain-Specific Language

C Tan, R Behjati, E Arisholm - IFIP International Conference on Testing …, 2023 - Springer
Generating production-like test data that complies with privacy regulations, such as the
General Data Protection Regulation (GDPR), is a significant challenge in testing data …

Machine Learning-Assisted Load Testing

E Isaku - 2021 - diva-portal.org
The increasing worldwide demand for software systems involved in society has led to the
need where not only functionality is fundamental and addressed, but end-user satisfaction in …