Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895585783> ?p ?o ?g. }
- W2895585783 abstract "We present Konure, a new system that uses active learning to infer models of applications that access relational databases. Konure comprises a domain-specific language (each model is a program in this language) and associated inference algorithm that infers models of applications whose behavior can be expressed in this language. The inference algorithm generates inputs and database configurations, runs the application, then observes the resulting database traffic and outputs to progressively refine its current model hypothesis. Because the technique works with only externally observable inputs, outputs, and database configurations, it can infer the behavior of applications written in arbitrary languages using arbitrary coding styles (as long as the behavior of the application is expressible in the domain-specific language). Konure also implements a regenerator that produces a translated Python implementation of the application that systematically includes relevant security and error checks." @default.
- W2895585783 created "2018-10-12" @default.
- W2895585783 creator A5024117197 @default.
- W2895585783 creator A5045127387 @default.
- W2895585783 date "2019-06-08" @default.
- W2895585783 modified "2023-09-23" @default.
- W2895585783 title "Using active learning to synthesize models of applications that access databases" @default.
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- W2895585783 doi "https://doi.org/10.1145/3314221.3314591" @default.
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