%0 Conference Proceedings %T Styx: Design and Evaluation of a New Privacy Risk Communication Method for Smartphones %+ Goethe University Frankfurt %+ Carnegie Mellon University [Pittsburgh] (CMU) %A Bal, Gökhan %A Rannenberg, Kai %A Hong, Jason %Z Part 3: Mobile Security %< avec comité de lecture %( IFIP Advances in Information and Communication Technology %B 29th IFIP International Information Security Conference (SEC) %C Marrakech, Morocco %Y Nora Cuppens-Boulahia %Y Frédéric Cuppens %Y Sushil Jajodia %Y Anas Abou El Kalam %Y Thierry Sans %I Springer %3 ICT Systems Security and Privacy Protection %V AICT-428 %P 113-126 %8 2014-06-02 %D 2014 %R 10.1007/978-3-642-55415-5_10 %Z Computer Science [cs]Conference papers %X Modern smartphone platforms are highly privacy-affecting but not effective in properly communicating their privacy impacts to its users. Particularly, actual data-access behavior of apps is not considered in current privacy risk communication approaches. We argue that factors such as frequency of access to sensitive information is significantly affecting the privacy-invasiveness of applications. We introduce Styx, a novel privacy risk communication system that provides the user with more meaningful privacy information based on the actual behavior of apps. In a proof-of-concept study we evaluate the effectiveness of Styx. Our results show that more meaningful privacy warnings can increase user trust into smartphone platforms and also reduce privacy concerns. %G English %Z TC 11 %2 https://inria.hal.science/hal-01370359/document %2 https://inria.hal.science/hal-01370359/file/978-3-642-55415-5_10_Chapter.pdf %L hal-01370359 %U https://inria.hal.science/hal-01370359 %~ IFIP %~ IFIP-AICT %~ IFIP-TC %~ IFIP-AICT-428 %~ IFIP-TC11 %~ IFIP-SEC