Joanna C. S. Santos

54 papers A 5C 5Journal 28Unranked 16

Year	Rank	Type	Title / 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`	Characterizing and Modeling the GitHub Security Advisories Review Pipeline. CoRR 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
2026	—	`conf`	CodeGuard: Improving LLM Guardrails in CS Education. EACL (Findings) Nishat Raihan, Noah Erdachew, Jayoti Devi, Joanna C. S. Santos, Marcos Zampieri
2026	J	`jnl`	CodeGuard: Improving LLM Guardrails in CS Education. CoRR Nishat Raihan, Noah Erdachew, Jayoti Devi, Joanna C. S. Santos, Marcos Zampieri
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	J	`jnl`	A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks. ACM Comput. Surv. Beatrice Casey, Joanna C. S. Santos, George Perry
2025	J	`jnl`	AdvChar: Attacking Interpretable NLP Systems. IEEE Trans. Inf. Forensics Secur. Eldor Abdukhamidov, Tamer AbuHmed, Joanna C. S. Santos, Mohammed Abuhamad
2025	J	`jnl`	An Empirical Study of Safetensors' Usage Trends and Developers' Perceptions. CoRR Beatrice Casey, Kaia Damian, Andrew Cotaj, Joanna C. S. Santos
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	J	`jnl`	Attacking interpretable NLP systems. CoRR Eldor Abdukhamidov, Tamer AbuHmed, Joanna C. S. Santos, Mohammed Abuhamad
2025	J	`jnl`	Challenges to Using Large Language Models in Code Generation and Repair. IEEE Secur. Priv. 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
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
2025	—	`conf`	MojoBench: Language Modeling and Benchmarks for Mojo. NAACL (Findings) Nishat Raihan, Joanna C. S. Santos, Marcos Zampieri
2025	A	`conf`	Quantum-Based SMT Solving for String Theory. HPDC Beatrice Casey, Joanna C. S. Santos, Andrew Hennessee
2024	J	`jnl`	A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models. CoRR Beatrice Casey, Joanna C. S. Santos, Mehdi Mirakhorli
2024	J	`jnl`	A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks. CoRR Beatrice Casey, Joanna C. S. Santos, George Perry
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	J	`jnl`	MojoBench: Language Modeling and Benchmarks for Mojo. CoRR Nishat Raihan, 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	J	`jnl`	Seneca: Taint-Based Call Graph Construction for Java Object Deserialization. Proc. ACM Program. Lang. Joanna C. S. Santos, Mehdi Mirakhorli, Ali Shokri
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
2023	J	`jnl`	A Lightweight Framework for High-Quality Code Generation. CoRR Mohammed Latif Siddiq, Beatrice Casey, Joanna C. S. Santos
2023	J	`jnl`	Empirical Validation of Automated Vulnerability Curation and Characterization. IEEE Trans. Software Eng. Ahmet Okutan, Peter Mell, Mehdi Mirakhorli, Igor Khokhlov, Joanna C. S. Santos, Danielle Gonzalez, Steven Simmons
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	J	`jnl`	Sound Call Graph Construction for Java Object Deserialization. CoRR Joanna C. S. Santos, Mehdi Mirakhorli, Ali Shokri
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	—	`conf`	A Methodological Approach to Verify Architecture Resiliency. ECSA (Tracks and Workshops) Joanna C. S. Santos, Selma Suloglu, Néstor Cataño, Mehdi Mirakhorli
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	—	`conf`	Program analysis using WALA (tutorial). ESEC/SIGSOFT FSE Joanna C. S. Santos, Julian Dolby
2021	A	`conf`	ArCode: Facilitating the Use of Application Frameworks to Implement Tactics and Patterns. ICSA Ali Shokri, Joanna C. S. Santos, Mehdi Mirakhorli
2021	J	`jnl`	ArCode: Facilitating the Use of Application Frameworks to Implement Tactics and Patterns. CoRR Ali Shokri, Joanna C. S. Santos, Mehdi Mirakhorli
2021	—	`conf`	Serialization-aware call graph construction. SOAP@PLDI Joanna C. S. Santos, Reese A. Jones, Chinomso Ashiogwu, Mehdi Mirakhorli
2020	—	`conf`	An Automated Approach to Recover the Use-case View of an Architecture. ICSA Companion Joanna C. S. Santos, Sara Moshtari, Mehdi Mirakhorli
2020	C	`conf`	Looking for Software Defects? First Find the Nonconformists. SCAM Sara Moshtari, Joanna C. S. Santos, Mehdi Mirakhorli, Ahmet Okutan
2020	—	`conf`	Salsa: static analysis of serialization features. FTfJP@ECOOP Joanna C. S. Santos, Reese A. Jones, Mehdi Mirakhorli
2020	—	`conf`	Towards Automated Evidence Generation for Rapid and Continuous Software Certification. ISSRE Workshops Joanna C. S. Santos, Ali Shokri, Mehdi Mirakhorli
2020	—	`conf`	Towards an Automated Approach for Detecting Architectural Weaknesses in Critical Systems. ICSE (Workshops) Joanna C. S. Santos, Selma Suloglu, Joanna Ye, Mehdi Mirakhorli
2019	—	`conf`	Achilles' heel of plug-and-Play software architectures: a grounded theory based approach. ESEC/SIGSOFT FSE Joanna C. S. Santos, Adriana Sejfia, Taylor Corrello, Smruthi Gadenkanahalli, Mehdi Mirakhorli
2019	J	`jnl`	An empirical study of tactical vulnerabilities. J. Syst. Softw. Joanna C. S. Santos, Katy Tarrit, Adriana Sejfia, Mehdi Mirakhorli, Matthias Galster
2017	—	`conf`	A Catalog of Security Architecture Weaknesses. ICSA Workshops Joanna C. S. Santos, Katy Tarrit, Mehdi Mirakhorli
2017	J	`jnl`	A Large-Scale Study on the Usage of Testing Patterns that Address Maintainability Attributes (Patterns for Ease of Modification, Diagnoses, and Comprehension). CoRR Danielle Gonzalez, Joanna C. S. Santos, Andrew Popovich, Mehdi Mirakhorli, Meiyappan Nagappan
2017	A	`conf`	A large-scale study on the usage of testing patterns that address maintainability attributes: patterns for ease of modification, diagnoses, and comprehension. MSR Danielle Gonzalez, Joanna C. S. Santos, Andrew Popovich, Mehdi Mirakhorli, Meiyappan Nagappan
2017	J	`jnl`	A search engine for finding and reusing architecturally significant code. J. Syst. Softw. Ibrahim Mujhid, Joanna C. S. Santos, Raghuram Gopalakrishnan, Mehdi Mirakhorli
2017	J	`jnl`	Automated training-set creation for software architecture traceability problem. Empir. Softw. Eng. Waleed Zogaan, Ibrahim Mujhid, Joanna C. S. Santos, Danielle Gonzalez, Mehdi Mirakhorli
2017	A	`conf`	Understanding Software Vulnerabilities Related to Architectural Security Tactics: An Empirical Investigation of Chromium, PHP and Thunderbird. ICSA Joanna C. S. Santos, Anthony Peruma, Mehdi Mirakhorli, Matthias Galster, Jairo Veloz Vidal, Adriana Sejfia
2016	—	`conf`	BUDGET: A Tool for Supporting Software Architecture Traceability Research. WICSA Joanna C. S. Santos, Mehdi Mirakhorli, Ibrahim Mujhid, Waleed Zogaan
2012	C	`conf`	ERLab: a EATIS Admilson R. L. Ribeiro, Marco Túlio Chella, Luiz Marcus M. A. Santos, Joanna C. S. Santos, Wedla R. Melo