A Version-Based Algorithm for Quality Enhancement of Automatically Generated Vulnerability Inventories

Self-protecting systems heavily depend on the quality of information in input in the adaptation loop. Among the others, device and vulnerability inventories play a fundamental role in such systems, and improving their quality is paramount. This paper proposes a new version-based algorithm to filter out false positives from automatically generated inventories by minimizing the interactions with security experts.

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Published
2024-09-02
DOI
https://doi.org/10.1109/csr61664.2024.10679422
Primary Topic
Software Testing and Debugging Techniques
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article
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article

A Version-Based Algorithm for Quality Enhancement of Automatically Generated Vulnerability Inventories

Silvia Bonomi, Simone Lenti, Marco Cuoci
Software Testing and Debugging Techniques
article

A Version-Based Algorithm for Quality Enhancement of Automatically Generated Vulnerability Inventories

Silvia Bonomi, Simone Lenti, Marco Cuoci
article en

Abstract

Self-protecting systems heavily depend on the quality of information in input in the adaptation loop. Among the others, device and vulnerability inventories play a fundamental role in such systems, and improving their quality is paramount. This paper proposes a new version-based algorithm to filter out false positives from automatically generated inventories by minimizing the interactions with security experts.

Sapienza University of Rome (IT)
Openalex Percentile: Top 84%
Software Testing and Debugging Techniques
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A Version-Based Algorithm for Quality Enhancement of Automatically Generated Vulnerability Inventories — Silvia Bonomi, Simone Lenti, et al. · (2024) | TGRS Research Map | TGRS