Joanna C. S. Santos

SecurityEval dataset: mining vulnerability examples to evaluate machine learning-based code generation techniques

Mohammed Latif Siddiq, Joanna C. S. Santos · 2022 · 75 citations

Computing, Computer Science, Cybersecurity +16

Using Large Language Models to Generate JUnit Tests: An Empirical Study

Mohammed Latif Siddiq, Joanna C. S. Santos, Ridwanul Hasan Tanvir et al. · 2024 · 73 citations

Computing, Linguistics, Computational Linguistics +12

An Empirical Study of Code Smells in Transformer-based Code Generation Techniques

Mohammed Latif Siddiq, Shafayat Hossain Majumder, Maisha R. Mim et al. · 2022 · 59 citations

Computing, Computer Engineering, Computer Science +12

A Catalog of Security Architecture Weaknesses

Joanna C. S. Santos, Katy Tarrit, Mehdi Mirakhorli · 2017 · 56 citations

Computing, Computer Engineering, Computer Science +12

Large Language Models in Computer Science Education: A Systematic Literature Review

Md Nishat Raihan, Mohammed Latif Siddiq, Joanna C. S. Santos et al. · 2025 · 44 citations · Full text

Computing, Computer Science, Science Education +12