Mohammed Latif Siddiq

25 papers A 4C 3Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems.
CoRR
Mohammed Latif Siddiq, Tanzim Hossain Romel, Natalie Sekerak, Beatrice Casey, Joanna C. S. Santos
2026 J jnl
On the performance of large language models on introductory programming assignments.
J. Intell. Inf. Syst.
Nishat Raihan, Dhiman Goswami, Sadiya Sayara Chowdhury Puspo, Mohammed Latif Siddiq, Christian D. Newman, Tharindu Ranasinghe, Joanna C. S. Santos, Marcos Zampieri
2026 J jnl
Security in the Age of AI Teammates: An Empirical Study of Agentic Pull Requests on GitHub.
CoRR
Mohammed Latif Siddiq, Xinye Zhao, Vinicius Carvalho Lopes, Beatrice Casey, Joanna C. S. Santos
2025 — conf
Advancing Secure and Standard Source Code Generation Techniques.
ICSE Companion
Mohammed Latif Siddiq
2025 J jnl
Assessing the Software Security Comprehension of Large Language Models.
CoRR
Mohammed Latif Siddiq, Natalie Sekerak, Antonio Karam, Maria Leal, Arvin Islam-Gomes, Joanna C. S. Santos
2025 — conf
Code Comment Classification with Data Augmentation and Transformer-Based Models.
NLBSE@ICSE
Mushfiqur Rahman, Mohammed Latif Siddiq
2025 J jnl
Large Language Models for Software Engineering: A Reproducibility Crisis.
CoRR
Mohammed Latif Siddiq, Arvin Islam-Gomes, Natalie Sekerak, Joanna C. S. Santos
2025 — conf
Large Language Models in Computer Science Education: A Systematic Literature Review.
SIGCSE (1)
Nishat Raihan, Mohammed Latif Siddiq, Joanna C. S. Santos, Marcos Zampieri
2024 C conf
Franc: A Lightweight Framework for High-Quality Code Generation.
SCAM
Mohammed Latif Siddiq, Beatrice Casey, Joanna C. S. Santos
2024 J jnl
Large Language Models in Computer Science Education: A Systematic Literature Review.
CoRR
Nishat Raihan, Mohammed Latif Siddiq, Joanna C. S. Santos, Marcos Zampieri
2024 A conf
Quality Assessment of ChatGPT Generated Code and their Use by Developers.
MSR
Mohammed Latif Siddiq, Lindsay Roney, Jiahao Zhang, Joanna C. S. Santos
2024 J jnl
Quality Assessment of Prompts Used in Code Generation.
CoRR
Mohammed Latif Siddiq, Simantika Dristi, Joy Saha, Joanna C. S. Santos
2024 — conf
Re(gEx|DoS)Eval: Evaluating Generated Regular Expressions and their Proneness to DoS Attacks.
NIER@ICSE
Mohammed Latif Siddiq, Jiahao Zhang, Lindsay Roney, Joanna C. S. Santos
2024 — conf
SALLM: Security Assessment of Generated Code.
ASE Workshops
Mohammed Latif Siddiq, Joanna Cecilia da Silva Santos, Sajith Devareddy, Anna Muller
2024 C conf
The Fault in our Stars: Quality Assessment of Code Generation Benchmarks.
SCAM
Mohammed Latif Siddiq, Simantika Dristi, Joy Saha, Joanna C. S. Santos
2024 A conf
Understanding Regular Expression Denial of Service (ReDoS): Insights from LLM-Generated Regexes and Developer Forums.
ICPC
Mohammed Latif Siddiq, Jiahao Zhang, Joanna Cecilia da Silva Santos
2024 A conf
Using Large Language Models to Generate JUnit Tests: An Empirical Study.
EASE
Mohammed Latif Siddiq, Joanna Cecilia da Silva Santos, Ridwanul Hasan Tanvir, Noshin Ulfat, Fahmid Al Rifat, Vinicius Carvalho Lopes
2023 J jnl
A Lightweight Framework for High-Quality Code Generation.
CoRR
Mohammed Latif Siddiq, Beatrice Casey, Joanna C. S. Santos
2023 J jnl
Exploring the Effectiveness of Large Language Models in Generating Unit Tests.
CoRR
Mohammed Latif Siddiq, Joanna C. S. Santos, Ridwanul Hasan Tanvir, Noshin Ulfat, Fahmid Al Rifat, Vinicius Carvalho Lopes
2023 J jnl
Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code.
CoRR
Mohammed Latif Siddiq, Joanna C. S. Santos
2023 — conf
Zero-shot Prompting for Code Complexity Prediction Using GitHub Copilot.
NLBSE@ICSE
Mohammed Latif Siddiq, Abdus Samee, Sk Ruhul Azgor, Md. Asif Haider, Shehabul Islam Sawraz, Joanna C. S. Santos
2022 C conf
An Empirical Study of Code Smells in Transformer-based Code Generation Techniques.
SCAM
Mohammed Latif Siddiq, Shafayat H. Majumder, Maisha R. Mim, Sourov Jajodia, Joanna C. S. Santos
2022 — conf
BERT-Based GitHub Issue Report Classification.
NLBSE
Mohammed Latif Siddiq, Joanna C. S. Santos
2022 J jnl
Shashthosheba: Dissecting Perception of Bangladeshi People towards Telemedicine Apps through the Lens of Features of the Apps.
CoRR
Waqar Hassan Khan, Md. Al Imran, Ahmed Nafis Fuad, Mohammed Latif Siddiq, A. B. M. Alim Al Islam
2021 A conf
SQLIFIX: Learning Based Approach to Fix SQL Injection Vulnerabilities in Source Code.
SANER
Mohammed Latif Siddiq, Md. Rezwanur Rahman Jahin, Mohammad Rafid Ul Islam, Rifat Shahriyar, Anindya Iqbal