Property-based Testing within ML-projects: An empirical study on ML GitHub projects

Original language	English
Publication status	Unpublished - 9 Sep 2024
Event	3rd Summer School on Security Testing and Verification - VUB, Elsene, Belgium Duration: 9 Sep 2024 → 11 Sep 2024 https://cybersecurity-research.be/summer-school-on-security-testing-and-verification-2024

Seminar

Seminar	3rd Summer School on Security Testing and Verification
Country/Territory	Belgium
City	Elsene
Period	9/09/24 → 11/09/24
Internet address	https://cybersecurity-research.be/summer-school-on-security-testing-and-verification-2024

Access to Document

• poster

Projects

Projects per year 2023 2023 2027

• 1 Active

Projects per year

• FWOSB153: Property-based testing for ML-intensive software

  Wauters, C. & De Roover, C.

  1/11/23 → 31/10/27

  Project: Fundamental

  • Software 100%

Research output

Research output per year 2024 2024 2024

• 1 Conference paper

Research output per year

Research output per year

• Property-based Testing within ML Projects: an Empirical Study

  Wauters, C. & De Roover, C., Oct 2024, 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME). 2024 ed. IEEE, Vol. 40th. p. 648-653 6 p. (Proceedings - IEEE International Conference on Software Maintenance).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research

  Open Access

  File

Datasets

• Dataset for "Property-based Testing within ML Projects: an Empirical Study" (ICSME NIER 2024)

  Wauters, C. (Creator) & De Roover, C. (Creator), Zenodo, 31 Aug 2024

  DOI: 10.5281/zenodo.13341915, https://zenodo.org/doi/10.5281/zenodo.13341915

  Dataset

Cite this

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• Vancouver

Wauters, C., & De Roover, C. (2024). Property-based Testing within ML-projects: An empirical study on ML GitHub projects. Poster session presented at 3rd Summer School on Security Testing and Verification, Elsene, Belgium.

Wauters, Cindy ; De Roover, Coen. / Property-based Testing within ML-projects : An empirical study on ML GitHub projects. Poster session presented at 3rd Summer School on Security Testing and Verification, Elsene, Belgium.

@conference{eaabc6a037114280b61d52f2cb70823c,

title = "Property-based Testing within ML-projects: An empirical study on ML GitHub projects",

author = "Cindy Wauters and {De Roover}, Coen",

year = "2024",

month = sep,

day = "9",

language = "English",

note = "3rd Summer School on Security Testing and Verification ; Conference date: 09-09-2024 Through 11-09-2024",

url = "https://cybersecurity-research.be/summer-school-on-security-testing-and-verification-2024",

}

Wauters, C & De Roover, C 2024, 'Property-based Testing within ML-projects: An empirical study on ML GitHub projects', 3rd Summer School on Security Testing and Verification, Elsene, Belgium, 9/09/24 - 11/09/24.

Property-based Testing within ML-projects : An empirical study on ML GitHub projects. / Wauters, Cindy; De Roover, Coen.

2024. Poster session presented at 3rd Summer School on Security Testing and Verification, Elsene, Belgium.

Research output: Unpublished contribution to conference › Poster

TY - CONF

T1 - Property-based Testing within ML-projects

T2 - 3rd Summer School on Security Testing and Verification

AU - Wauters, Cindy

AU - De Roover, Coen

PY - 2024/9/9

Y1 - 2024/9/9

M3 - Poster

Y2 - 9 September 2024 through 11 September 2024

ER -

Wauters C, De Roover C. Property-based Testing within ML-projects: An empirical study on ML GitHub projects. 2024. Poster session presented at 3rd Summer School on Security Testing and Verification, Elsene, Belgium.