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cff-version: 1.2.0
message: >-
If you use KEVGraph in your research, please cite it using the
metadata in this file.
title: >-
KEVGraph: Prioritised Dependency Remediation Using CISA KEV
and OSV Vulnerability Data
abstract: >-
KEVGraph is a reproducible research pipeline that models
dependency vulnerability remediation as a weighted set-cover
problem. It integrates CISA's Known Exploited Vulnerabilities
(KEV) catalogue, OSV vulnerability data, and EPSS exploitability
scores to generate and evaluate optimal upgrade plans for npm
dependency graphs. The pipeline includes a greedy
O(ln n)-approximation planner, an exact ILP planner, four
baselines, and publication-ready evaluation metrics.
version: 1.0.0
license: MIT
date-released: "2024-01-01"
repository-code: https://github.com/PLACEHOLDER/kevgraph
keywords:
- vulnerability remediation
- dependency management
- CISA KEV
- OSV
- set cover
- software supply chain
- npm
- security
authors:
- name: "PLACEHOLDER — update with author name(s) and ORCID before release"
# family-names: Surname
# given-names: Given Name
# orcid: "https://orcid.org/0000-XXXX-XXXX-XXXX"
# affiliation: University / Organization
# Uncomment and populate after paper acceptance:
# preferred-citation:
# type: conference-paper
# title: >-
# KEVGraph: Prioritised Dependency Remediation Using CISA KEV
# and OSV Vulnerability Data
# authors:
# - family-names: Surname
# given-names: Given Name
# collection-title: "Proceedings of [Conference Name]"
# year: 2024
# doi: "10.XXXX/XXXXXXX"
# url: "https://doi.org/10.XXXX/XXXXXXX"
references:
- type: data
title: "CISA Known Exploited Vulnerabilities Catalogue"
authors:
- name: "Cybersecurity and Infrastructure Security Agency (CISA)"
url: "https://www.cisa.gov/known-exploited-vulnerabilities-catalog"
license: "Public Domain"
- type: software
title: "OSV: A distributed vulnerability database for open source"
authors:
- name: "Google Open Source Security Team"
url: "https://osv.dev"
- type: data
title: "Exploit Prediction Scoring System (EPSS)"
authors:
- name: "Forum of Incident Response and Security Teams (FIRST)"
url: "https://www.first.org/epss"