Joanna C. S. Santos

According to our database, Joanna C. S. Santos authored at least 52 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

On the performance of large language models on introductory programming assignments.

Nishat Raihan, Dhiman Goswami, Sadiya Sayara Chowdhury Puspo, Mohammed Latif Siddiq, Christian D. Newman, Tharindu Ranasinghe, Joanna C. S. Santos, Marcos Zampieri

J. Intell. Inf. Syst., February, 2026

Characterizing and Modeling the GitHub Security Advisories Review Pipeline.

Claudio Segal, Paulo Segal, Carlos Eduardo De Schuller Banjar, Felipe de Sant'Anna Paixão, Hudson Silva Borges, Paulo Anselmo da Mota Silveira Neto, Eduardo Santana de Almeida, Joanna C. S. Santos, Anton Kocheturov, Gaurav Kumar Srivastava, Daniel Sadoc Menasché

CoRR, February, 2026

An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems.

Mohammed Latif Siddiq, Tanzim Hossain Romel, Natalie Sekerak, Beatrice Casey, Joanna C. S. Santos

CoRR, January, 2026

Security in the Age of AI Teammates: An Empirical Study of Agentic Pull Requests on GitHub.

Mohammed Latif Siddiq, Xinye Zhao, Vinicius Carvalho Lopes, Beatrice Casey, Joanna C. S. Santos

CoRR, January, 2026

CodeGuard: Improving LLM Guardrails in CS Education.

Nishat Raihan, Noah Erdachew, Jayoti Devi, Joanna C. S. Santos, Marcos Zampieri

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

Assessing the Software Security Comprehension of Large Language Models.

Mohammed Latif Siddiq, Natalie Sekerak, Antonio Karam, Maria Leal, Arvin Islam-Gomes, Joanna C. S. Santos

CoRR, December, 2025

Large Language Models for Software Engineering: A Reproducibility Crisis.

Mohammed Latif Siddiq, Arvin Islam-Gomes, Natalie Sekerak, Joanna C. S. Santos

CoRR, December, 2025

A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks.

Beatrice Casey, Joanna C. S. Santos, George Perry

ACM Comput. Surv., August, 2025

Attacking interpretable NLP systems.

Eldor Abdukhamidov, Tamer Abuhmed, Joanna C. S. Santos, Mohammed Abuhamad

CoRR, July, 2025

An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions.

Beatrice Casey, Kaia Damian, Andrew Cotaj, Joanna C. S. Santos

CoRR, January, 2025

AdvChar: Attacking Interpretable NLP Systems.

Eldor Abdukhamidov, Tamer Abuhmed, Joanna C. S. Santos, Mohammed Abuhamad

IEEE Trans. Inf. Forensics Secur., 2025

Challenges to Using Large Language Models in Code Generation and Repair.

Liliana Pasquale, Antonino Sabetta, Marcelo d'Amorim, Péter Hegedüs, Mehdi Tarrit Mirakhorli, Hamed Okhravi, Mathias Payer, Awais Rashid, Joanna C. S. Santos, Jonathan M. Spring, Lin Tan, Katja Tuma

IEEE Secur. Priv., 2025

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

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

Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1, 2025

MojoBench: Language Modeling and Benchmarks for Mojo.

Nishat Raihan, Joanna C. S. Santos, Marcos Zampieri

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Quantum-Based SMT Solving for String Theory.

Beatrice Casey, Joanna C. S. Santos, Andrew Hennessee

Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing, 2025

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

Dataset, January, 2024

Seneca: Taint-Based Call Graph Construction for Java Object Deserialization.

Joanna C. S. Santos, Mehdi Mirakhorli, Ali Shokri

Proc. ACM Program. Lang., 2024

A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models.

Beatrice Casey, Joanna C. S. Santos, Mehdi Mirakhorli

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

Empirical Validation of Automated Vulnerability Curation and Characterization.

Ahmet Okutan, Peter Mell, Mehdi Mirakhorli, Igor Khokhlov, Joanna C. S. Santos, Danielle Gonzalez, Steven Simmons

IEEE Trans. Software Eng., 2023

Sound Call Graph Construction for Java Object Deserialization.

Joanna C. S. Santos, Mehdi Mirakhorli, Ali Shokri

CoRR, 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

Program analysis using WALA (tutorial).

Joanna C. S. Santos, Julian Dolby

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 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

A Methodological Approach to Verify Architecture Resiliency.

Joanna C. S. Santos, Selma Suloglu, Néstor Cataño, Mehdi Mirakhorli

Proceedings of the Software Architecture. ECSA 2022 Tracks and Workshops, 2022

2021

Serialization-aware call graph construction.

Joanna C. S. Santos, Reese A. Jones, Chinomso Ashiogwu, Mehdi Mirakhorli

Proceedings of the SOAP@PLDI 2021: Proceedings of the 10th ACM SIGPLAN International Workshop on the State Of the Art in Program Analysis, 2021

ArCode: Facilitating the Use of Application Frameworks to Implement Tactics and Patterns.

Ali Shokri, Joanna C. S. Santos, Mehdi Mirakhorli

Proceedings of the 18th IEEE International Conference on Software Architecture, 2021

2020

Looking for Software Defects? First Find the Nonconformists.

Sara Moshtari, Joanna C. S. Santos, Mehdi Mirakhorli, Ahmet Okutan

Proceedings of the 20th IEEE International Working Conference on Source Code Analysis and Manipulation, 2020

Towards Automated Evidence Generation for Rapid and Continuous Software Certification.

Joanna C. S. Santos, Ali Shokri, Mehdi Mirakhorli

Proceedings of the 2020 IEEE International Symposium on Software Reliability Engineering Workshops, 2020

Towards an Automated Approach for Detecting Architectural Weaknesses in Critical Systems.

Joanna C. S. Santos, Selma Suloglu, Joanna Ye, Mehdi Mirakhorli

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

An Automated Approach to Recover the Use-case View of an Architecture.

Joanna C. S. Santos, Sara Moshtari, Mehdi Mirakhorli

Proceedings of the 2020 IEEE International Conference on Software Architecture Companion, 2020

Salsa: static analysis of serialization features.

Joanna C. S. Santos, Reese A. Jones, Mehdi Mirakhorli

Proceedings of the FTfJP 2020: Proceedings of the 22nd ACM SIGPLAN International Workshop on Formal Techniques for Java-Like Programs, 2020

2019

An empirical study of tactical vulnerabilities.

Joanna C. S. Santos, Katy Tarrit, Adriana Sejfia, Mehdi Mirakhorli, Matthias Galster

J. Syst. Softw., 2019

Achilles' heel of plug-and-Play software architectures: a grounded theory based approach.

Joanna C. S. Santos, Adriana Sejfia, Taylor Corrello, Smruthi Gadenkanahalli, Mehdi Mirakhorli

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

2017

A search engine for finding and reusing architecturally significant code.

Ibrahim Mujhid, Joanna C. S. Santos, Raghuram Gopalakrishnan, Mehdi Mirakhorli

J. Syst. Softw., 2017

Automated training-set creation for software architecture traceability problem.

Waleed Zogaan, Ibrahim Mujhid, Joanna C. S. Santos, Danielle Gonzalez, Mehdi Mirakhorli

Empir. Softw. Eng., 2017

A large-scale study on the usage of testing patterns that address maintainability attributes: patterns for ease of modification, diagnoses, and comprehension.

Danielle Gonzalez, Joanna C. S. Santos, Andrew Popovich, Mehdi Mirakhorli, Meiyappan Nagappan

Proceedings of the 14th International Conference on Mining Software Repositories, 2017

A Catalog of Security Architecture Weaknesses.

Joanna C. S. Santos, Katy Tarrit, Mehdi Mirakhorli

Proceedings of the 2017 IEEE International Conference on Software Architecture Workshops, 2017

Understanding Software Vulnerabilities Related to Architectural Security Tactics: An Empirical Investigation of Chromium, PHP and Thunderbird.

Joanna C. S. Santos, Anthony Peruma, Mehdi Mirakhorli, Matthias Galster, Jairo Veloz Vidal, Adriana Sejfia

Proceedings of the 2017 IEEE International Conference on Software Architecture, 2017

2016

BUDGET: A Tool for Supporting Software Architecture Traceability Research.

Joanna C. S. Santos, Mehdi Mirakhorli, Ibrahim Mujhid, Waleed Zogaan

Proceedings of the 13th Working IEEE/IFIP Conference on Software Architecture, 2016

2012

ERLab: a <i>middleware</i> for remote access electronic laboratories.

Admilson R. L. Ribeiro, Marco Túlio Chella, Luiz Marcus M. A. Santos, Joanna C. S. Santos, Wedla R. Melo

Proceedings of the Euro-American Conference on Telematics and Information Systems, 2012