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Massachusetts Institute of Technology

PrivacyInformer : an automated privacy description generator for the MIT App Inventor

Abstract

dc:description.abstract

With the advent of "smart" mobile phones and ubiquitous mobile applications, the pace at which people generate, access, and acquire data has accelerated significantly. In this thesis, we first examine how privacy issues in the mobile apps market compromise the well-being of both app consumers and developers, noting that one important problem is the lack of usable privacy policies. Subsequently, we propose a technical solution named PrivacyInformer that automatically generates mobile app privacy descriptions, thereby relieving developers the burden of manually creating them. This tool is implemented as an extension to the MIT App Inventor, a do-it-yourself mobile app building platform that has a vast international user base, as well as a growing impact on the democratizing of mobile app building. We show that by analyzing source code of mobile apps directly in App Inventor, PrivacyInformer can produce simple and useful privacy descriptions in both human-readable and machine-readable format. Specifically, these generated documents describe how mobile apps use private information, rather than simply enumerating a list of data access as done in the permissions system. Finally, we conduct an exploratory user study to evaluate the effectiveness of PrivacyInformer from the app developer's perspective, as well as discuss the policy impact of such a tool in the mobile app development community.

Degree

thesis:*
Department dc:contributor.department
Massachusetts Institute of Technology. Engineering Systems Division.
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2014

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Miao, Daniela Yidan
Advisor dc:contributor.advisor
  • Lalana Kagal.

Subjects

dc:subject × 3

Rights

dc:rights
Statement dc:rights
  • M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/1721.1/95523
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/95523

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Miao, Daniela Yidan. PrivacyInformer : an automated privacy description generator for the MIT App Inventor. Massachusetts Institute of Technology, 2014. http://hdl.handle.net/1721.1/95523