An agentic pipeline localizes the security-relevant function in 10 of 20 Ubuntu binary security updates and produces an accepted root-cause classification in 11 of 20, limited mainly by binary differencing coverage.
DeepBinDiff: Learning program- wide code representations for binary diffing
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Patch2Vuln: Agentic Reconstruction of Vulnerabilities from Linux Distribution Binary Patches
An agentic pipeline localizes the security-relevant function in 10 of 20 Ubuntu binary security updates and produces an accepted root-cause classification in 11 of 20, limited mainly by binary differencing coverage.