Tracking Anonymized Bluetooth Devices

Author:

Becker Johannes K1,Li David1,Starobinski David1

Affiliation:

1. Boston University

Abstract

Abstract Bluetooth Low Energy (BLE) devices use public (non-encrypted) advertising channels to announce their presence to other devices. To prevent tracking on these public channels, devices may use a periodically changing, randomized address instead of their permanent Media Access Control (MAC) address. In this work we show that many state-of-the-art devices which are implementing such anonymization measures are vulnerable to passive tracking that extends well beyond their address randomization cycles. We show that it is possible to extract identifying tokens from the pay-load of advertising messages for tracking purposes. We present an address-carryover algorithm which exploits the asynchronous nature of payload and address changes to achieve tracking beyond the address randomization of a device. We furthermore identify an identity-exposing attack via a device accessory that allows permanent, non-continuous tracking, as well as an iOS side-channel which allows insights into user activity. Finally, we provide countermeasures against the presented algorithm and other privacy flaws in BLE advertising.

Publisher

Walter de Gruyter GmbH

Subject

General Medicine

Reference39 articles.

1. [1] Apple Inc. iBeacon, 2014.

2. [2] Gianmarco Baldini, Raimondo Giuliani, Gary Steri, and Ricardo Neisse. Physical Layer Authentication of Internet of Things Wireless Devices Through Permutation and Dispersion Entropy. In 2017 Global Internet of Things Summit (GIoTS), pages 1–6. IEEE, 6 2017.

3. [3] Bluetooth Special Interest Group (SIG). Company Identifiers.

4. [4] Bluetooth Special Interest Group (SIG). Generic Access Profile.

5. [5] Bluetooth Special Interest Group (SIG). Service Discovery.

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