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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 |