NDSS 2025 – BinEnhance
ID: 8055df85-3c85-56b2-85e4-4d1bff063ad9
STIX ID: report--8055df85-3c85-56b2-85e4-4d1bff063ad9
Feed Name: Security Boulevard
This post highlights an NDSS 2025 session on BinEnhance, a framework for binary code search that enriches internal function semantics with an External Environment Semantic Graph and a Semantic Enhancement Model using RGCNs, improving Mean Average Precision from 53.6% to 69.7% and quadrupling efficiency across models like HermesSim, Asm2vec, TREX, Gemini, and Asteria; it is a syndicated conference announcement rather than an incident report.
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