@inproceedings{9f0dc915a4094fdf8ef37963234e9020,
title = "BLEKeeper: Response Time Behavior Based Man-In-The-Middle Attack Detection",
abstract = "Bluetooth Low Energy (BLE) has become one of the most popular wireless communication protocols and is used in billions of smart devices. Despite several security features, the hardware and software limitations of these devices makes them vulnerable to man-in-The-middle (MITM) attacks. Due to the use of these devices in increasingly diverse and safety-critical applications, the capability to detect MITM attacks has become more critical. To address this challenge, we propose the use of the response time behavior of a BLE device observed in relation to select read and write operations and introduce an active MITM attack detection system that identifies changes in response time. Our measurements on several BLE devices show that their response time behavior exhibits very high regularity, making it a very reliable attack indicator that cannot be concealed by an attacker. Test results show that our system can very accurately and quickly detect MITM attacks while requiring a simple learning approach.",
keywords = "BLE, Man in the Middle Attacks",
author = "Yurdagul, {Muhammed Ali} and Sencar, {Husrev Taha}",
note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021 ; Conference date: 27-05-2021",
year = "2021",
month = may,
doi = "10.1109/SPW53761.2021.00035",
language = "English",
series = "Proceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "214--220",
booktitle = "Proceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021",
address = "United States",
}