SBridge uses cross-domain control block matching to find source-to-binary function similarity, reporting 75.13% recall@1 and 80.98% recall@5 on 3,904 real-world binaries despite ~40% inlining.
Using pre-trained models to boost code review automation,
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CodeXHug is a curated dataset of 7,325 HuggingFace PTMs and 20,545 Python files from GitHub, demonstrated via statistical analysis and clustering to extract code usage patterns.
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SBridge: Identifying Source-to-Binary Function Similarity via Cross-Domain Control Block Matching
SBridge uses cross-domain control block matching to find source-to-binary function similarity, reporting 75.13% recall@1 and 80.98% recall@5 on 3,904 real-world binaries despite ~40% inlining.
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Generate with CodeXHug: A Dataset to Enhance Model Cards with Code Usage Patterns
CodeXHug is a curated dataset of 7,325 HuggingFace PTMs and 20,545 Python files from GitHub, demonstrated via statistical analysis and clustering to extract code usage patterns.