Skip to Main content Skip to Navigation
Conference papers

DAPA: Degradation-Aware Privacy Analysis of Android Apps

Abstract : When installing or executing an app on a smartphone, we grant it access to part of our (possibly confidential) data stored in the device. Traditional information-flow analyses aim to detect whether such information is leaked by the app to the external (untrusted) environment. The static analyser we present in this paper goes one step further. Its aim is to trace not only if information is possibly leaked (as this is almost always the case), but also how relevant such a leakage might become, as an under-and over-approximation of the actual degree of values degradation. The analysis captures both explicit dependences and implicit dependences, in an integrated approach. The analyser is built within the Abstract Interpretation framework on top of our previous work on datacentric semantics for verification of privacy policy compliance by mobile applications. Results of the experimental analysis on significant samples of the DroidBench library are also discussed.
Document type :
Conference papers
Complete list of metadata

Cited literature [25 references]  Display  Hide  Download
Contributor : Gianluca Barbon Connect in order to contact the contributor
Submitted on : Wednesday, December 14, 2016 - 3:25:36 PM
Last modification on : Wednesday, July 6, 2022 - 4:24:26 AM
Long-term archiving on: : Wednesday, March 15, 2017 - 1:21:18 PM


Files produced by the author(s)



Gianluca Barbon, Agostino Cortesi, Pietro Ferrara, Enrico Steffinlongo. DAPA: Degradation-Aware Privacy Analysis of Android Apps. STM 2016 - 12th International Workshop on Security and Trust Management, Sep 2016, Heraklion, Greece. pp.32 - 46, ⟨10.1007/978-3-319-46598-2_3⟩. ⟨hal-01416504⟩



Record views


Files downloads