Brett Fazio

dblp:292/4105 · DBLP profile ↗
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2ranked-venue papers
0as first author
2since 2021 · last 2026
0009-0007-9873-5169ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Security and privacy · 2 · 2 since 2021
YearPublicationVenuePosition
2026 Mujaz: A Summarization-Based Approach for Normalized Vulnerability Description
Hattan Althebeiti, Brett Fazio, Jamen Park, David Mohaisen
IEEE Trans. Dependable Secur. Comput.2
2023 Poster: Mujaz: A Summarization-based Approach for Normalized Vulnerability Description
abstract
This work proposes a multi-task Natural Language Processing (NLP) system to normalize and summarize the descriptions into a uniform structure. A dataset was curated from an official public database and broken into several constituent entities representing a particular aspect of the description. A model is trained on the annotated features independently and jointly to generate a simple and uniform summary. We also introduce our human metrics to judge the quality of the generated summary with respect to human comprehension and content accuracy.
Hattan Althebeiti, Brett Fazio, David Mohaisen
CCS2