IMDEA Networks Institute Publications Repository

Illuminating the Third Party Mobile Ecosystem with the Lumen Privacy Monitor

Vallina-Rodriguez, Narseo (2017) Illuminating the Third Party Mobile Ecosystem with the Lumen Privacy Monitor. In: FTC PrivacyCon 2017, 12 January 2017, Washington, D.C., USA.

[img] PDF (Illuminating the Third Party Mobile Ecosystem with the Lumen Privacy Monitor) - Presentation
Download (1932Kb)

Abstract

Despite our growing reliance on mobile phones for a wide range of daily tasks, their operation remains largely opaque. A number of previous studies have addressed elements of this problem in a partial fashion, trading off analytic comprehensiveness and deployment scale. We overcome the barriers to large scale deployment (e.g., requiring rooted devices) and comprehensiveness of previous efforts by taking a novel approach that leverages the VPN API on mobile devices to design Haystack, an in-situ mobile measurement platform that operates exclusively on the device, providing full access to the device’s network traffic and local context without requiring root access. We present the design of Haystack and its implementation in an Android app that we deploy via standard distribution channels. Using data collected from 450 users of the app, we exemplify the advantages of Haystack over the state of the art and demonstrate its seamless experience even under demanding conditions. We also demonstrate its utility to users and researchers in characterizing mobile traffic and privacy risks.

Item Type: Conference or Workshop Papers (Invited Talk)
Additional Information: https://www.ftc.gov/news-events/events-calendar/2017/01/privacycon
Subjects: UNSPECIFIED
Divisions: UNSPECIFIED
Depositing User: Narseo Vallina
Date Deposited: 25 Jan 2017 14:50
Last Modified: 25 Jan 2017 14:50
URI: http://eprints.networks.imdea.org/id/eprint/1522

Actions (login required)

View Item View Item