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hi thanks and uh i promise i will be on time so expect like five to ten minutes late i think iamp;#39;m not sure itamp;#39;s time now and uh so iamp;#39;m hao jian iamp;#39;m going to present our paper peekaboo so a hub-based approach to enable transparency in data processing within smart homes this project is collaborated with graham david swaron yuvraj and jason the initial idea of this project is from a discussion with google nest team so the team wants to assure users that they only collect aggregated data such as the daily average indoor temperature but when you think about this problem itamp;#39;s a surprise itamp;#39;s surprisingly hard to implement because the edge device the communication and the server are all black boxes and the only solution to achieve this seems to open source the edge device however even if developers open source their software who is going to reduce the source code and verify their program behavior so in this talk i will introduce our solution call