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jnareb authored Dec 15, 2023
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cff-version: 1.2.0
title: secret_life_of_CVEs
message: >-
Please cite this software using the metadata from
'preferred-citation'.
type: software
authors:
- given-names: Mikołaj
family-names: Fejzer
email: [email protected]
- given-names: Jakub
family-names: Narębski
email: [email protected]
- given-names: Piotr
family-names: Przymus
email: [email protected]
- given-names: Krzysztof
family-names: Stencel
email: [email protected]
abstract: >-
This repository contains scripts to process and join data from the World of Code dataset
(see https://arxiv.org/abs/2010.16196) and CVE (Common Vulnerabilities and Exposures) dataset
(gathered using the cve-search project), that were used in the "The Secret Life of CVEs"
paper submission, accepted to MSR 2023 Challenge, and published as DOI:10.1109/MSR59073.2023.00056.
Results were analyzed with the help of Jupyter Notebooks, available in the 'notebooks/' subdirectory.
license: MIT
preferred-citation:
type: conference-paper
authors:
- given-names: Mikołaj
family-names: Fejzer
email: [email protected]
affiliation: >-
Faculty of Mathematics and Computer Science,
Nicolaus Copernicus University, Toruń, Poland
orcid: 'https://orcid.org/0000-0003-1496-2289'
- given-names: Jakub
family-names: Narębski
email: [email protected]
affiliation: >-
Faculty of Mathematics and Computer Science,
Nicolaus Copernicus University, Toruń, Poland
orcid: 'https://orcid.org/0000-0002-3296-3915'
- given-names: Piotr
family-names: Przymus
email: [email protected]
affiliation: >-
Faculty of Mathematics and Computer Science,
Nicolaus Copernicus University, Toruń, Poland
orcid: 'https://orcid.org/0000-0001-9548-2388'
- given-names: Krzysztof
family-names: Stencel
email: [email protected]
affiliation: >-
Faculty of Mathematics, Informatics and Mechanics,
University of Warsaw, Warsaw, Poland
orcid: 'https://orcid.org/0000-0001-6356-4872'
title: "The Secret Life of CVEs"
journal: "2023 IEEE/ACM 20th International Conference on Mining Software Repositories (MSR)"
doi: "10.1109/MSR59073.2023.00056"
start: 362 # First page number
end: 366 # Last page number
year: 2023
abstract: >-
The Common Vulnerabilities and Exposures (CVEs) system is a reference method for documenting
publicly known information security weaknesses and exposures. This paper presents a study
of the lifetime of CVEs in software projects and the risk factors affecting their existence.
The study uses survival analysis to examine how features of programming languages, projects,
and CVEs themselves impact the lifetime of CVEs. We suggest avenues for future research
to investigate the effect of various factors on the resolution of vulnerabilities.
conference:
name: "2023 IEEE/ACM 20th International Conference on Mining Software Repositories (MSR)"
date-start: "2023-05-15"
date-end: "2023-05-16"
city: Melbourne
country: AU

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