Moran Azran, Niv Ben Shabat, Tal Shkolnik and Yossi Oren:

Brief Announcement: Deriving Context for Touch Events

Abstract:To quantify the amount of high-level context information which can be derived by observing only a user’s touchscreen interactions, we performed a user study, in which we recorded 160 touch interaction sessions from users running different applications, and then applied both classical machine learning methods and deep learning methods to the results. Our results show that it is possible to derive higher-level user context information based on touch events alone, validating the efficacy of touch injection attacks.

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Topic Group - Malicious component replacement: [SEMS 2017 (first results)] [WOOT 2017 (full attack)] [CSCML 2018 (touch context)]