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F

Federica Sarro

university of london

37H-index
221Paper Count
4.6KCitation Count
Published Papers 51
Publication Date
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LLM-Based Misconfiguration Detection for AWS Serverless Computing
errACM Transactions on Software Engineering and Methodology
IF6.2
err2026-04-01
err2
PREAI
errWen, Jinfeng; Chen, Zhenpeng; Zhu, Zixi; Sarro, Federica; Liu, Yi; Ping, Haodi; Wang, Shangguang
errShare
errSave
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
errACM Transactions on Software Engineering and Methodology
IF6.2
err2026-03-01
err0
PREAI
errTian, Zhao; Ma, Mingh Ua; Hort, Max; Sarro, Federica; Zhang, Hongyu; Chen, Junjie
errShare
errSave
Automated Software Engineering Knowledge Transfer: A Case Study on Small and Medium-sized Software Enterprises in Thailand
errJournal of Systems and Software
IF4.1
err2026-02-10
err0
errOAAI
errChaiyong Ragkhitwetsagul; Jens Krinke; Morakot Choetkiertikul; Thanwadee Sunetnanta; Federica Sarro
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errSave
Detecting Slow Loop smell by using deep learning: From direct-learning to transfer-learning in cross-language settings
errInformation and Software Technology
IF4.3
err2025-11-20
err0
PREAI
errYuqi Li; Ruonan Ma; Yixin Bian; Weijie Chen; Lin Huang; Jiaying Li; Federica Sarro
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errSave
How do generative models draw a software engineer? An empirical study on implicit bias of open-source image generation models
errInformation and Software Technology
IF4.3
err2025-10-31
err0
errOAAI
errGiordano d’Aloisio; Tosin Fadahunsi; Antinisca Di Marco; Federica Sarro
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errSave
SCOPE: Performance Testing for Serverless Computing
errACM Transactions on Software Engineering and Methodology
IF6.2
err2025-10-04
err0
errOAAI
errJinfeng Wen; Zhenpeng Chen; Jianshu Zhao; Federica Sarro; Haodi Ping; Ying Zhang; Shangguang Wang; Xuanzhe Liu
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errSave
FairST: A novel approach for machine learning bias repair through latent sensitive attribute translation
errInformation and Software Technology
IF4.3
err2025-10-03
err0
PREAI
errCarmen Meinson; Max Hort; Federica Sarro
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errSave
Unveiling overlooked performance variance in serverless computing
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2025-01-21
err0
PREAI
errWen, Jinfeng; Chen, Zhenpeng; Sarro, Federica; Wang, Shangguang
errShare
errSave
On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2025-01-01
err0
PREAI
errMa, Xiaoxue; Zou, Huiqi; He, Pinjia; Keung, Jacky; Li, Yishu; Yu, Xiao; Sarro, Federica
errShare
errSave
Enhancing Energy-Awareness in Deep Learning through Fine-Grained Energy Measurement
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-12-03
err0
errOAAI
errRajpui, Saurabhsingh; Widmayer, Tim; Shang, Ziyuan; Kechagia, Maria; Sarro, Federica; Sharma, Tushar
errShare
errSave
Speeding Up Genetic Improvement via Regression Test Selection
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-11-19
err0
errOAAI
errGuizzo, Giovani; Williams, David; Harman, Mark; Petke, Justyna; Sarro, Federica
errShare
errSave
Bias behind the Wheel: Fairness Testing of Autonomous Driving Systems
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-11-02
err0
errOAAI
errLi, XY; Chen, ZP; Zhang, JM; Sarro, F; Zhang, Y; Liu, XZ
errShare
errSave
Test-based patch clustering for automatically-generated patches assessment
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-07-24
err1
errOAAI
errMartinez, Matias; Kechagia, Maria; Perera, Anjana; Petke, Justyna; Sarro, Federica; Aleti, Aldeida
errShare
errSave
Adoption of automated software engineering tools and techniques in Thailand
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-06-10
err0
errOAAI
errRagkhitwetsagul, Chaiyong; Krinke, Jens; Choetkiertikul, Morakot; Sunetnanta, Thanwadee; Sarro, Federica
errShare
errSave
Fairness Testing: A Comprehensive Survey and Analysis of Trends
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-06-04
err6
errOAAI
errChen, Zhenpeng; Zhang, Jie M.; Hort, Max; Harman, Mark; Sarro, Federica
errShare
errSave
A survey on machine learning techniques applied to source code
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2024-03-01
err16
errOAAI
errSharma, Tushar; Kechagia, Maria; Georgiou, Stefanos; Tiwari, Rohit; Vats, Indira; Moazen, Hadi; Sarro, Federica
errShare
errSave
Search-based Automatic Repair for Fairness and Accuracy in Decision-making Software
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-01-03
err2
errOAAI
errHort, Max; Zhang, Jie M.; Sarro, Federica; Harman, Mark
errShare
errSave
Mutation analysis for evaluating code translation
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-12-06
err1
errOAAI
errGuizzo, Giovani; Zhang, Jie M.; Sarro, Federica; Treude, Christoph; Harman, Mark
errShare
errSave
Investigating developers' perception on software testability and its effects
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-09-13
err5
PREAI
errSharma, Tushar; Georgiou, Stefanos; Kechagia, Maria; Ghaleb, Taher A.; Sarro, Federica
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errSave
Inferring test models from user bug reports using multi-objective search
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-06-20
err2
errOAAI
errGuizzo, Giovani; Califano, Francesco; Sarro, Federica; Ferrucci, Filomena; Harman, Mark
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errSave

Research Directions

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Co-authors
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Kalyanmoy Deb
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David Lo
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M
Mark Harman
H-index: 90 · Papers: 712
I
Irwin King
H-index: 75 · Papers: 760
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