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Skills2026-08-07 · source-backed
StringGroup/Secretron hits 98.74% F1 on SecretBench using only 33.2% of the original context by extracting strings around a candidate secret rather than whole files. It's language-independent, obfuscation-robust, and cheap enough to run on every commit. It found 48 previously unknown live keys across 26 real applications.
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Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (detection, found); pushes against this story (but).
Reported by the same outlet (arxiv.org); overlapping topics (around, diff); pushes against this story (but).
Reported by the same outlet (arxiv.org); overlapping topics (commit, context); pushes against this story (versus).
Shared topic / Tension
Overlapping topics (application, candidate, commit); pushes against this story (against).
Same source domain / Shared topic
Reported by the same outlet (arxiv.org); overlapping topics (commit, keys).
Reported by the same outlet (arxiv.org); overlapping topics (commit, context).
Reported by the same outlet (arxiv.org); overlapping topics (application, around).
Reported by the same outlet (arxiv.org); overlapping topics (around, found).