paperbot · PL 论文追踪

全部论文 待读 收藏

P2 A Study of User Privacy in Android Mobile AR Apps

Android 移动 AR 应用中的用户隐私研究
ASE Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering2022匹配度 1/10 · 该论文是 Android 移动 AR 应用的隐私安全实证研究,核心关注权限、数据泄露与数据安全披露,与用户画像中的 PL/AI、静态分析、LLM/Agent、浮点程序分析和贝叶斯程序分析均无直接关联。引用 8 inbox
Xiaoyi Yang, Xueling Zhang
crossref: 2026-09-12

AI 速览

一句话:对390款Android移动AR应用开展实证研究,揭示其危险权限、数据泄露与数据安全披露现状。

本文针对 Android 移动 AR 应用日益普及且通常持续访问摄像头、收集传感器、地理位置和生物特征等大量敏感数据所引发的隐私问题,开展了一项初步实证研究。作者选取 390 款真实世界的移动 AR 应用,考察其请求的危险权限、检测到的数据泄露,以及数据安全实践是否公开披露,从而帮助用户了解应用的数据安全性并做出知情安装决策。研究结果以报告形式呈现这些应用在权限请求、数据泄露和数据安全可获取性方面的现状。

问题
移动 AR 应用通常持续访问摄像头并收集更多敏感数据,但其数据采集、保护与披露情况尚不明确,用户难以知情决策。
方法
对 390 款真实 Android MAR 应用进行实证分析,考察危险权限请求、检测到的数据泄露以及数据安全信息的公开可获取性。
评估
通过分析 390 款应用,报告其危险权限、数据泄露和数据安全披露的可用性,属于初步实证评估。
原文摘要(Abstract)

With the development of augmented reality (AR) technology, the use of mobile AR applications (MAR apps) is rising rapidly in various aspects of people’s everyday lives, such as games, shopping, and education. When compared to traditional apps, AR apps typically need access to the smartphone’s camera all the time and collect and analyze significantly more data, such as sensor data, geolocation, and biometric information. Due to the sensitivity and volume of data collected by MAR apps, new privacy concerns are raised. In this paper, we describe a preliminary empirical study of Android MAR apps in terms of the sensitive data collected by MAR apps, whether the collected data is well protected, and whether the data practice is publicly available so that users can learn about the data safety and make informed decisions when deciding which apps to install. In this study, we analyzed 390 real-world MAR apps and reported the dangerous permissions they requested, the data leaks detected in them, and the availability of their data safety.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot7368,
  title = {A Study of User Privacy in Android Mobile AR Apps},
  author = {Xiaoyi Yang and Xueling Zhang},
  booktitle = {ASE},
  year = {2022},
  doi = {10.1145/3551349.3560512}
}