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SoK: Pragmatic assessment of machine learning for network intrusion detection

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cs.CR 1

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2026 1

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UNVERDICTED 1

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Evolution of Log-Based Detection Rules in Public Repositories

cs.CR · 2026-05-06 · unverdicted · novelty 6.0

Analysis of 6,859 rule histories shows 56% undergo detection logic revisions, with over half both adding and removing clauses and a quarter to a third alternating between coverage expansion and false-positive reduction.

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  • Evolution of Log-Based Detection Rules in Public Repositories cs.CR · 2026-05-06 · unverdicted · none · ref 2

    Analysis of 6,859 rule histories shows 56% undergo detection logic revisions, with over half both adding and removing clauses and a quarter to a third alternating between coverage expansion and false-positive reduction.