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Deriving Semantics-Aware Fuzzers from Web API Schemas

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dc.contributor.authorHatfield-Dodds, Zacen
dc.contributor.authorDygalo, Dmitryen
dc.date.accessioned2025-04-05T14:40:03Z
dc.date.available2025-04-05T14:40:03Z
dc.date.issued2022en
dc.description.abstractWe present Schemathesis, a tool for finding semantic errors and crashes in OpenAPI or GraphQL web APIs through property-based testing. Our evaluation, thirty independent runs of eight tools against sixteen containerized open-source web services, shows that Schemathesis wildly outperforms all previous tools.It is the only tool to find defects in four targets, finds 1.4× to 4.5× more unique defects than the respectively second-best tool for each remaining target, and is the only tool to handle more than two-thirds of our target services without a fatal internal error.Our full preprint [5] goes into considerably more detail.en
dc.description.statustrueen
dc.format.extent2en
dc.identifier.isbn9781665495981en
dc.identifier.issn0270-5257en
dc.identifier.otherScopus:85132437542en
dc.identifier.otherARIES:a383154xPUB37024en
dc.identifier.urihttps://dspace-test.anu.edu.au/handle/1885/733757052
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85132437542&partnerID=8YFLogxKen
dc.language.isoEnglishen
dc.relation.ispartofseriesProceedings - International Conference on Software Engineeringen
dc.rightsPublisher Copyright: © 2022 IEEE.en
dc.subjectAPI schemasen
dc.subjectfuzzingen
dc.subjectproperty based testingen
dc.titleDeriving Semantics-Aware Fuzzers from Web API Schemasen
dc.typeConference contributionen
local.bibliographicCitation.lastpage346en
local.bibliographicCitation.startpage345en
local.contributor.affiliationHatfield-Dodds, Zac; CECS Uni Research Scholarships, The Australian National Universityen
local.contributor.affiliationDygalo, Dmitry; schemathesis.ioen
local.identifier.doi10.1109/ICSE-Companion55297.2022.9793781en
local.identifier.pure958fe5ba-493e-43db-ab33-1ecd66dbae37en
local.type.statusPublisheden

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