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Joanna C. S. Santos

Joanna Cecilia da Silva Santos

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affiliation: University of Notre Dame, IN, USA
affiliation (PhD 2021): Rochester Institute of Technology (RIT), NY, USA

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2020 – today

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2024
[j5]
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Joanna C. S. Santos, Mehdi Mirakhorli, Ali Shokri:
Seneca: Taint-Based Call Graph Construction for Java Object Deserialization. Proc. ACM Program. Lang. 8(OOPSLA1): 1125-1153 (2024)
[c23]
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Mohammed Latif Siddiq, Joanna Cecilia da Silva Santos, Ridwanul Hasan Tanvir, Noshin Ulfat, Fahmid Al Rifat, Vinicius Carvalho Lopes:
Using Large Language Models to Generate JUnit Tests: An Empirical Study. EASE 2024: 313-322
[c22]
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Mohammed Latif Siddiq, Jiahao Zhang, Lindsay Roney, Joanna C. S. Santos:
Re(gEx|DoS)Eval: Evaluating Generated Regular Expressions and their Proneness to DoS Attacks. NIER@ICSE 2024: 52-56
[c21]
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Mohammed Latif Siddiq, Jiahao Zhang, Joanna Cecilia da Silva Santos:
Understanding Regular Expression Denial of Service (ReDoS): Insights from LLM-Generated Regexes and Developer Forums. ICPC 2024: 190-201
[c20]
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Mohammed Latif Siddiq, Joanna Cecilia da Silva Santos, Sajith Devareddy, Anna Muller:
SALLM: Security Assessment of Generated Code. ASE Workshops 2024: 54-65
[c19]
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Mohammed Latif Siddiq, Lindsay Roney, Jiahao Zhang, Joanna C. S. Santos:
Quality Assessment of ChatGPT Generated Code and their Use by Developers. MSR 2024: 152-156
[i11]
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  - journals/corr/abs-2403-10646
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Beatrice Casey, Joanna C. S. Santos, George Perry:
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks. CoRR abs/2403.10646 (2024)
[i10]
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  - journals/corr/abs-2404-10155
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Mohammed Latif Siddiq, Simantika Dristi, Joy Saha, Joanna C. S. Santos:
Quality Assessment of Prompts Used in Code Generation. CoRR abs/2404.10155 (2024)
[i9]
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  - journals/corr/abs-2410-04490
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Beatrice Casey, Joanna C. S. Santos, Mehdi Mirakhorli:
A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models. CoRR abs/2410.04490 (2024)
[i8]
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  - journals/corr/abs-2410-16349
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Nishat Raihan, Mohammed Latif Siddiq, Joanna C. S. Santos, Marcos Zampieri:
Large Language Models in Computer Science Education: A Systematic Literature Review. CoRR abs/2410.16349 (2024)
[i7]
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  - journals/corr/abs-2410-17736
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Nishat Raihan, Joanna C. S. Santos, Marcos Zampieri:
MojoBench: Language Modeling and Benchmarks for Mojo. CoRR abs/2410.17736 (2024)
2023
[j4]
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  - journals/tse/OkutanMMKSGS23
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Ahmet Okutan, Peter Mell, Mehdi Mirakhorli, Igor Khokhlov, Joanna C. S. Santos, Danielle Gonzalez, Steven Simmons:
Empirical Validation of Automated Vulnerability Curation and Characterization. IEEE Trans. Software Eng. 49(5): 3241-3260 (2023)
[c18]
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Mohammed Latif Siddiq, Abdus Samee, Sk Ruhul Azgor, Md. Asif Haider, Shehabul Islam Sawraz, Joanna C. S. Santos:
Zero-shot Prompting for Code Complexity Prediction Using GitHub Copilot. NLBSE@ICSE 2023: 56-59
[i6]
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  - journals/corr/abs-2305-00418
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Mohammed Latif Siddiq, Joanna C. S. Santos, Ridwanul Hasan Tanvir, Noshin Ulfat, Fahmid Al Rifat, Vinicius Carvalho Lopes:
Exploring the Effectiveness of Large Language Models in Generating Unit Tests. CoRR abs/2305.00418 (2023)
[i5]
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  - journals/corr/abs-2307-08220
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Mohammed Latif Siddiq, Beatrice Casey, Joanna C. S. Santos:
A Lightweight Framework for High-Quality Code Generation. CoRR abs/2307.08220 (2023)
[i4]
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  - journals/corr/abs-2311-00889
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Mohammed Latif Siddiq, Joanna C. S. Santos:
Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code. CoRR abs/2311.00889 (2023)
[i3]
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  - journals/corr/abs-2311-00943
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Joanna C. S. Santos, Mehdi Mirakhorli, Ali Shokri:
Sound Call Graph Construction for Java Object Deserialization. CoRR abs/2311.00943 (2023)
2022
[c17]
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Joanna C. S. Santos, Selma Suloglu, Néstor Cataño, Mehdi Mirakhorli:
A Methodological Approach to Verify Architecture Resiliency. ECSA (Tracks and Workshops) 2022: 321-336
[c16]
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Mohammed Latif Siddiq, Joanna C. S. Santos:
BERT-Based GitHub Issue Report Classification. NLBSE 2022: 33-36
[c15]
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Mohammed Latif Siddiq, Shafayat H. Majumder, Maisha R. Mim, Sourov Jajodia, Joanna C. S. Santos:
An Empirical Study of Code Smells in Transformer-based Code Generation Techniques. SCAM 2022: 71-82
[c14]
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Joanna C. S. Santos, Julian Dolby:
Program analysis using WALA (tutorial). ESEC/SIGSOFT FSE 2022: 1819
2021
[c13]
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  - conf/icsa/0003SM21
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Ali Shokri, Joanna C. S. Santos, Mehdi Mirakhorli:
ArCode: Facilitating the Use of Application Frameworks to Implement Tactics and Patterns. ICSA 2021: 138-149
[c12]
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Joanna C. S. Santos, Reese A. Jones, Chinomso Ashiogwu, Mehdi Mirakhorli:
Serialization-aware call graph construction. SOAP@PLDI 2021: 37-42
[i2]
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  - journals/corr/abs-2102-08372
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Ali Shokri, Joanna C. S. Santos, Mehdi Mirakhorli:
ArCode: Facilitating the Use of Application Frameworks to Implement Tactics and Patterns. CoRR abs/2102.08372 (2021)
2020
[c11]
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Joanna C. S. Santos, Reese A. Jones, Mehdi Mirakhorli:
Salsa: static analysis of serialization features. FTfJP@ECOOP 2020: 18-25
[c10]
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Joanna C. S. Santos, Sara Moshtari, Mehdi Mirakhorli:
An Automated Approach to Recover the Use-case View of an Architecture. ICSA Companion 2020: 63-66
[c9]
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  - conf/icse/SantosSYM20
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Joanna C. S. Santos, Selma Suloglu, Joanna Ye, Mehdi Mirakhorli:
Towards an Automated Approach for Detecting Architectural Weaknesses in Critical Systems. ICSE (Workshops) 2020: 250-253
[c8]
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Joanna C. S. Santos, Ali Shokri, Mehdi Mirakhorli:
Towards Automated Evidence Generation for Rapid and Continuous Software Certification. ISSRE Workshops 2020: 287-294
[c7]
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  - conf/scam/MoshtariSMO20
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Sara Moshtari, Joanna C. S. Santos, Mehdi Mirakhorli, Ahmet Okutan:
Looking for Software Defects? First Find the Nonconformists. SCAM 2020: 75-86

2010 – 2019

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2019
[j3]
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  - journals/jss/SantosTSMG19
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Joanna C. S. Santos, Katy Tarrit, Adriana Sejfia, Mehdi Mirakhorli, Matthias Galster:
An empirical study of tactical vulnerabilities. J. Syst. Softw. 149: 263-284 (2019)
[c6]
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Joanna C. S. Santos, Adriana Sejfia, Taylor Corrello, Smruthi Gadenkanahalli, Mehdi Mirakhorli:
Achilles' heel of plug-and-Play software architectures: a grounded theory based approach. ESEC/SIGSOFT FSE 2019: 671-682
2017
[j2]
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Waleed Zogaan, Ibrahim Mujhid, Joanna C. S. Santos, Danielle Gonzalez, Mehdi Mirakhorli:
Automated training-set creation for software architecture traceability problem. Empir. Softw. Eng. 22(3): 1028-1062 (2017)
[j1]
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Ibrahim Mujhid, Joanna C. S. Santos, Raghuram Gopalakrishnan, Mehdi Mirakhorli:
A search engine for finding and reusing architecturally significant code. J. Syst. Softw. 130: 81-93 (2017)
[c5]
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  - conf/icsa/SantosPMGVS17
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Joanna C. S. Santos, Anthony Peruma, Mehdi Mirakhorli, Matthias Galster, Jairo Veloz Vidal, Adriana Sejfia:
Understanding Software Vulnerabilities Related to Architectural Security Tactics: An Empirical Investigation of Chromium, PHP and Thunderbird. ICSA 2017: 69-78
[c4]
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Joanna C. S. Santos, Katy Tarrit, Mehdi Mirakhorli:
A Catalog of Security Architecture Weaknesses. ICSA Workshops 2017: 220-223
[c3]
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  - conf/msr/GonzalezSPMN17
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Danielle Gonzalez, Joanna C. S. Santos, Andrew Popovich, Mehdi Mirakhorli, Meiyappan Nagappan:
A large-scale study on the usage of testing patterns that address maintainability attributes: patterns for ease of modification, diagnoses, and comprehension. MSR 2017: 391-401
[i1]
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Danielle Gonzalez, Joanna C. S. Santos, Andrew Popovich, Mehdi Mirakhorli, Meiyappan Nagappan:
A Large-Scale Study on the Usage of Testing Patterns that Address Maintainability Attributes (Patterns for Ease of Modification, Diagnoses, and Comprehension). CoRR abs/1704.08412 (2017)
2016
[c2]
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Joanna C. S. Santos, Mehdi Mirakhorli, Ibrahim Mujhid, Waleed Zogaan:
BUDGET: A Tool for Supporting Software Architecture Traceability Research. WICSA 2016: 303-306
2012
[c1]
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  - conf/eatis/RibeiroCSSM12
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Admilson R. L. Ribeiro, Marco Túlio Chella, Luiz Marcus M. A. Santos, Joanna C. S. Santos, Wedla R. Melo:
ERLab: a middleware for remote access electronic laboratories. EATIS 2012: 199-205

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