David Evans
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2Software Eng.×1NLP×1ML×1
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Research Timeline
2026
Beyond Indistinguishability: Measuring Extraction Risk in LLM APIs
The paper introduces $(l, b)$-inextractability, a new formal measure that demonstrates that standard indistinguishability properties are insufficient for guaranteeing protection against data extraction from LLM APIs.
Evolution of Log-Based Detection Rules in Public Repositories
This paper provides the first longitudinal analysis of log-based detection rule evolution in public repositories, finding that rule changes reflect ongoing operational trade-offs rather than steady convergence.
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Papers
cs.CRcs.SERecentMay 6, 2026
Evolution of Log-Based Detection Rules in Public Repositories
This paper provides the first longitudinal analysis of log-based detection rule evolution in public repositories, finding that rule changes reflect ongoing operational trade-offs rather than steady co…
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cs.CRcs.CLcs.LGRecentApr 20, 2026