Mohammed Latif Siddiq

According to our database, Mohammed Latif Siddiq authored at least 17 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

Nishat Raihan, Mohammed Latif Siddiq, Joanna C. S. Santos, Marcos Zampieri

CoRR, 2024

Quality Assessment of Prompts Used in Code Generation.

Mohammed Latif Siddiq, Simantika Dristi, Joy Saha, Joanna C. S. Santos

CoRR, 2024

The Fault in our Stars: Quality Assessment of Code Generation Benchmarks.

Mohammed Latif Siddiq, Simantika Dristi, Joy Saha, Joanna C. S. Santos

Proceedings of the IEEE International Conference on Source Code Analysis and Manipulation, 2024

Franc: A Lightweight Framework for High-Quality Code Generation.

Mohammed Latif Siddiq, Beatrice Casey, Joanna C. S. Santos

Proceedings of the IEEE International Conference on Source Code Analysis and Manipulation, 2024

Quality Assessment of ChatGPT Generated Code and their Use by Developers.

Mohammed Latif Siddiq, Lindsay Roney, Jiahao Zhang, Joanna C. S. Santos

Proceedings of the 21st IEEE/ACM International Conference on Mining Software Repositories, 2024

SALLM: Security Assessment of Generated Code.

Mohammed Latif Siddiq, Joanna Cecilia da Silva Santos, Sajith Devareddy, Anna Muller

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2024

Understanding Regular Expression Denial of Service (ReDoS): Insights from LLM-Generated Regexes and Developer Forums.

Mohammed Latif Siddiq, Jiahao Zhang, Joanna Cecilia da Silva Santos

Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension, 2024

Re(gEx|DoS)Eval: Evaluating Generated Regular Expressions and their Proneness to DoS Attacks.

Mohammed Latif Siddiq, Jiahao Zhang, Lindsay Roney, Joanna C. S. Santos

Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results, 2024

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

Mohammed Latif Siddiq, Joanna Cecilia da Silva Santos, Ridwanul Hasan Tanvir, Noshin Ulfat, Fahmid Al Rifat, Vinicius Carvalho Lopes

Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering, 2024

2023

Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code.

Mohammed Latif Siddiq, Joanna C. S. Santos

CoRR, 2023

A Lightweight Framework for High-Quality Code Generation.

Mohammed Latif Siddiq, Beatrice Casey, Joanna C. S. Santos

CoRR, 2023

Exploring the Effectiveness of Large Language Models in Generating Unit Tests.

Mohammed Latif Siddiq, Joanna C. S. Santos, Ridwanul Hasan Tanvir, Noshin Ulfat, Fahmid Al Rifat, Vinicius Carvalho Lopes

CoRR, 2023

Zero-shot Prompting for Code Complexity Prediction Using GitHub Copilot.

Mohammed Latif Siddiq, Abdus Samee, Sk Ruhul Azgor, Md. Asif Haider, Shehabul Islam Sawraz, Joanna C. S. Santos

Proceedings of the 2nd IEEE/ACM International Workshop on Natural Language-Based Software Engineering, 2023

2022

Shashthosheba: Dissecting Perception of Bangladeshi People towards Telemedicine Apps through the Lens of Features of the Apps.

Waqar Hassan Khan, Md. Al Imran, Ahmed Nafis Fuad, Mohammed Latif Siddiq, A. B. M. Alim Al Islam

CoRR, 2022

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

Mohammed Latif Siddiq, Shafayat H. Majumder, Maisha R. Mim, Sourov Jajodia, Joanna C. S. Santos

Proceedings of the 22nd IEEE International Working Conference on Source Code Analysis and Manipulation, 2022

BERT-Based GitHub Issue Report Classification.

Mohammed Latif Siddiq, Joanna C. S. Santos

Proceedings of the 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software Engineering (NLBSE 2022), 2022

2021

SQLIFIX: Learning Based Approach to Fix SQL Injection Vulnerabilities in Source Code.

Mohammed Latif Siddiq, Md. Rezwanur Rahman Jahin, Mohammad Rafid Ul Islam, Rifat Shahriyar, Anindya Iqbal

Proceedings of the 28th IEEE International Conference on Software Analysis, 2021