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P2 An automated assessment of Android clipboards

Android 剪贴板的自动化评估
ASE Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering2020匹配度 2/10 · 论文属于移动安全与隐私领域的动态检测和静态污点分析,未涉及 LLM/Agent、浮点程序分析或贝叶斯程序分析,与画像核心的 PL×AI 交叉方向不匹配;仅在静态污点分析与调用图拼接层面与程序分析有微弱关联。引用 12 inbox
Wei Wang, Ruoxi Sun, Minhui Xue, Damith C. Ranasinghe
crossref: 2026-09-12

AI 速览

一句话:结合动态检测与静态污点分析,自动评估 Android 剪贴板访问与隐私泄露,并实证发现搜狗输入法外传剪贴板数据。

针对 Android 缺乏对剪贴板访问的监控与控制,用户难以察觉应用可能泄露剪贴板中的私密信息,本文开展初步研究并提出一种自动化评估方法。方法包括两个部分:动态检测应用的剪贴板访问行为,以及通过静态数据流分析判定隐私泄露;其中在污点分析基础上引入调用图拼接,以支持泄露源的回溯。初步结果表明,该方法能够暴露剪贴板数据泄露问题,并据此发现流行应用搜狗输入法直接监控并将剪贴板中的用户数据传输至后端服务器。该工作为后续系统化审计 Android 剪贴板隐私风险提供了可行方向。

问题
Android 缺少对应用访问剪贴板的监控与控制,用户无法感知剪贴板私密信息可能被泄露。
方法
动态检测剪贴板访问行为,并用静态数据流/污点分析判定隐私泄露,通过调用图拼接增强泄露源回溯。
评估
初步评估展示了方法可暴露剪贴板数据泄露,并实际发现搜狗输入法监控并外传用户剪贴板数据至后端服务器。
原文摘要(Abstract)

Since the new privacy feature in iOS enabling users to acknowledge which app is reading or writing to his or her clipboard through prompting notifications was updated, a plethora of top apps have been reported to frequently access the clipboard without user consent. However, the lack of monitoring and control of Android application's access to the clipboard data leave Android users blind to their potential to leak private information from Android clipboards, raising severe security and privacy concerns. In this preliminary work, we envisage and investigate an approach to (i) dynamically detect clipboard access behaviour, and (ii) determine privacy leaks via static data flow analysis, in which we enhance the results of taint analysis with call graph concatenation to enable leakage source backtracking. Our preliminary results indicate that the proposed method can expose clipboard data leakage as substantiated by our discovery of a popular app, i.e., Sogou Input, directly monitoring and transferring user data in a clipboard to backend servers.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot5965,
  title = {An automated assessment of Android clipboards},
  author = {Wei Wang and Ruoxi Sun and Minhui Xue and Damith C. Ranasinghe},
  booktitle = {ASE},
  year = {2020},
  doi = {10.1145/3324884.3418905}
}