A Privacy-Focused Systematic Analysis of Online Status Indicators

Camille Cobb, Lucy Simko, Tadayoshi Kohno, Alexis Hiniker

Research output: Contribution to journalConference articlepeer-review


Online status indicators (or OSIs, i.e., inter-face elements that communicate whether a user is on-line) can leak potentially sensitive information about users. In this work, we analyze 184 mobile applications to systematically characterize the existing design space of OSIs. We identified 40 apps with OSIs across a variety of genres and conducted a design review of the OSIs in each, examining both Android and iOS versions of these apps. We found that OSI design decisions clustered into four major categories, namely: appearance,audience, settings, and fidelity to actual user behavior.Less than half of these apps allow users change the de-fault settings for OSIs. Informed by our findings, we discuss: 1) how these design choices support adversarial behavior, 2) design guidelines for creating consistent,privacy-conscious OSIs, and 3) a set of novel design concepts for building future tools to augment users’ ability to control and understand the presence information they broadcast. By connecting the common design patterns we document to prior work on privacy in social technologies, we contribute an empirical understanding of the systematic ways in which OSIs can make users more or less vulnerable to unwanted information disclosure.
Original languageEnglish (US)
Pages (from-to)384-403
JournalProceedings on Privacy Enhancing Technologies
Issue number3
StatePublished - Jul 2020
Externally publishedYes


  • Online Status Indicators
  • Privacy
  • Information Leakage
  • Design
  • Mobile Ecosystem
  • Usability


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