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Breaking the Sharing Paradox: A Working Foundation and a Call for…

TalkinKoreanat Open Source Summit Korea 2026 · on Wednesday, 2026-08-12· at 14:55· Magnolia· [security]
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slides:none on file

OpenReagent presents a privacy-preserving signature format and pipeline that lets institutions share vulnerability signatures (not source code) so teams can run local scans against known findings. The LFDT labs open-source MVP (v0.2 on GitHub) extracts signatures from reports and code, matches them to targets, and reports findings; early analysis of ~262 audits found ~32% reuse of similar vulnerable patterns and some functions recurring across 8+ projects. The roadmap includes stronger preservation methods beyond simple hashes, more recipe types, and formal benchmarking.

AI-written summary · about

  1. 0:00Sharing Paradox intro
  2. 3:14Defining trust
  3. 6:02System architecture
  4. 9:56Signature extraction
  5. 13:06Governance and regulations
  6. 14:30Future roadmap
  7. 17:40Call to action
  8. 18:21Q&A
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