CRLGJan 31, 2025

Through the Looking Glass: LLM-Based Analysis of AR/VR Android Applications Privacy Policies

arXiv:2501.19223v11 citations
Originality Synthesis-oriented
AI Analysis

It addresses privacy concerns for AR/VR users by evaluating industry practices, though it is incremental as it applies an existing method to a new domain.

This paper analyzed privacy policies in AR/VR applications using BERT to assess clarity and thoroughness, finding that AR/VR apps have a higher percentage of positive segments than free content but lower than premium websites.

\begin{abstract} This paper comprehensively analyzes privacy policies in AR/VR applications, leveraging BERT, a state-of-the-art text classification model, to evaluate the clarity and thoroughness of these policies. By comparing the privacy policies of AR/VR applications with those of free and premium websites, this study provides a broad perspective on the current state of privacy practices within the AR/VR industry. Our findings indicate that AR/VR applications generally offer a higher percentage of positive segments than free content but lower than premium websites. The analysis of highlighted segments and words revealed that AR/VR applications strategically emphasize critical privacy practices and key terms. This enhances privacy policies' clarity and effectiveness.

Foundations

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