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Reproducing Taint-Analysis Results with ReproDroid
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2020
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Gesellschaft für Informatik e.V.
Zusammenfassung
More 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.