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.
Neural network- based graph embedding for cross-platform binary code similarity detection
2 Pith papers cite this work. Polarity classification is still indexing.
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PhantomRun standardizes CI build log retrieval and reproduction for embedded systems, reconstructing 91.8% of 4628 failing runs while preserving outcomes in 98% of cases.
citing papers explorer
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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.
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Where did we fail? -- Reproducing build failures in embedded open source software
PhantomRun standardizes CI build log retrieval and reproduction for embedded systems, reconstructing 91.8% of 4628 failing runs while preserving outcomes in 98% of cases.