Song Liao (Texas Tech University), Jingwen Yan (Clemson University), Yichen Liu (University of Illinois Urbana-Champaign), David Kotz (Dartmouth College), Luyi Xing (University of Illinois Urbana-Champaign), Long Cheng (Clemson University)

Mobile apps may collect, share, and analyze data from users. Although users can choose to decline apps’ data collection behaviors through mobile permission systems or in-app settings, it is challenging and time-consuming for users to manually discover and correctly configure all the privacy settings for apps on their mobile phones. This issue also occurs in IoT apps, where users need to configure each device separately. Although they can manage some settings with platform apps (like Apple Home), many IoT devices expose device-specific settings within a device specific app. In this position paper, we propose the PRIVACYPROFILE, a framework that allows users to easily set their global privacy preferences and apply them to apps automatically. Users can indicate whether each of their privacy-related information can be collected, shared, and analyzed in their profile. Compatible apps then read the privacy profile and automatically configure their settings for users, e.g., enabling data collection behaviors or disabling data sharing. This design enables users to easily configure their privacy preferences once, rather than having to manually open each app and locate the corresponding privacy settings.

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PhyFuzz: Detecting Sensor Vulnerabilities with Physical Signal Fuzzing

Zhicong Zheng (Zhejiang University), Jinghui Wu (Zhejiang University), Shilin Xiao (Zhejiang University), Yanze Ren (Zhejiang University), Chen Yan (Zhejiang University), Xiaoyu Ji (Zhejiang University), Wenyuan Xu (Zhejiang University)

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When Focus Enhances Utility: Target Range LDP Frequency Estimation...

Bo Jiang (TikTok Inc.), Wanrong Zhang (TikTok Inc.), Donghang Lu (TikTok Inc.), Jian Du (TikTok Inc.), Qiang Yan (TikTok Inc.)

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Peering Inside the Black-Box: Long-Range and Scalable Model Architecture...

Rui Xiao (Zhejiang University), Sibo Feng (Zhejiang University), Soundarya Ramesh (National University of Singapore), Jun Han (KAIST), Jinsong Han (Zhejiang University)

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