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linux_bugs_vuln_detection

Hand curated linux bugs used for ML vulnerability detection by Glenn Fitzpatrick, while working as a research student at Texas A&M.

Filenames indicate CVE (https://cve.mitre.org/) and bug type (e.g. BUFFER overflow), or CLEAN (after patch).

Used in "Automated Vulnerability Detection in Source Code Using Deep Representation Learning" by Christoforos Seas, Glenn Fitzpatrick, John A. Hamilton, Jr., Martin C. Carlisle to appear in IEEE CWCC 2024 (January 2024, Las Vegas, NV, USA)

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Hand curated linux bugs used for ML vulnerability detection

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