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Reproducing Taint-Analysis Results with ReproDroid

dc.contributor.authorPauck, Felix
dc.contributor.authorBodden, Eric
dc.contributor.authorWehrheim, Heike
dc.contributor.editorFelderer, Michael
dc.contributor.editorHasselbring, Wilhelm
dc.contributor.editorRabiser, Rick
dc.contributor.editorJung, Reiner
dc.date.accessioned2020-02-03T13:03:32Z
dc.date.available2020-02-03T13:03:32Z
dc.date.issued2020
dc.description.abstractMore and more Android taint-analysis tools appear each year. Any paper proposing such a tool typically comes with an in-depth evaluation of its supported features, accuracy and ability to be applied on real-world apps. Although the authors spent a lot of effort to come up with these evaluations, comparability is often hindered since the description of their experimental targets is usually limited. To conduct a comparable, automatic and unbiased evaluation of different analysis tools, we propose the framework ReproDroid. The framework enables us to precisely declare our evaluation targets, in consequence we refine three well-known benchmarks: DroidBench, ICCBench and DIALDroidBench. Furthermore, we instantiate this framework for six prominent taint-analysis tools, namely Amandroid, DIALDroid, DidFail, DroidSafe, FlowDroid and IccTA. Finally, we use these instances to automatically check whether different promises commonly made in the associated proposing papers are kept.en
dc.identifier.doi10.18420/SE2020_36
dc.identifier.isbn978-3-88579-694-7
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/31714
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofSoftware Engineering 2020
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-300
dc.subjectAndroid Taint Analysis
dc.subjectTools
dc.subjectBenchmarks
dc.subjectEmpirical Studies
dc.subjectReproducibility
dc.titleReproducing Taint-Analysis Results with ReproDroiden
dc.typeText/Conference Paper
gi.citation.endPage
gi.citation.publisherPlaceBonn
gi.citation.startPage123
gi.conference.date24.-28. Feburar 2020
gi.conference.locationInnsbruck, Austria
gi.conference.sessiontitleSecurity

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