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Bluetooth Low Energy (BLE) location trackers, or "tags", are popular consumer devices for monitoring personal items. These tags rely on their respective network of companion devices that are capable of detecting their BLE signals and relay…

Performance · Computer Science 2025-01-30 HyunSeok Daniel Jang , Hazem Ibrahim , Rohail Asim , Matteo Varvello , Yasir Zaki

Bluetooth Low Energy (BLE) has become the primary transmission media due to its extremely low energy consumption, good network scope, and data transfer speed for the Internet of Things (IoT) and smart wearable devices. With the exponential…

Cryptography and Security · Computer Science 2023-05-08 Tushar Nagrare , Parul Sindhwad , Faruk Kazi

We conduct the first comprehensive security analysis of Tile, the second most popular crowd-sourced location-tracking service behind Apple's AirTags. We identify several exploitable vulnerabilities and design flaws, disproving many of the…

Cryptography and Security · Computer Science 2025-10-02 Akshaya Kumar , Anna Raymaker , Michael Specter

We investigate Apple's Bluetooth Low Energy (BLE) Continuity protocol, designed to support interoperability and communication between iOS and macOS devices, and show that the price for this seamless experience is leakage of identifying…

Networking and Internet Architecture · Computer Science 2019-06-18 Jeremy Martin , Douglas Alpuche , Kristina Bodeman , Lamont Brown , Ellis Fenske , Lucas Foppe , Travis Mayberry , Erik C. Rye , Brandon Sipes , Sam Teplov

Bluetooth Low Energy (BLE) is a fast-growing wireless technology with a large number of potential use cases, particularly in the IoT domain. Increasingly, these use cases require the storage of sensitive user data or critical device…

Cryptography and Security · Computer Science 2019-02-19 Pallavi Sivakumaran , Jorge Blasco

To defeat security threats such as man-in-the-middle (MITM) attacks, Bluetooth Low Energy (BLE) 4.2 and 5.x introduce the Secure Connections Only mode, under which a BLE device accepts only secure paring protocols including Passkey Entry…

Cryptography and Security · Computer Science 2019-09-11 Yue Zhang , Jian Weng , Rajib Dey , Yier Jin , Zhiqiang Lin , Xinwen Fu

Contact tracing is the techno-choice of reference to address the COVID-19 pandemic. Many of the current approaches have severe privacy and security issues and fail to offer a sustainable contact tracing infrastructure. We address these…

Cryptography and Security · Computer Science 2021-12-22 Pietro Tedeschi , Kang Eun Jeon , James She , Simon Wong , Spiridon Bakiras , Roberto Di Pietro

Bluetooth Low Energy (BLE) beacons have been increasingly used in smart city applications, such as location-based and proximity-based services, to enable Internet of Things to interact with people in vicinity or enhance context-awareness.…

Cryptography and Security · Computer Science 2022-09-21 Aldar C-F. Chan , Raymond M. H. Chung

Tag-based tracking ecosystems help users locate lost items, but can be leveraged for unwanted tracking and stalking. Existing protocol-driven defenses and prior academic solutions largely assume stable identifiers or predictable beaconing.…

Cryptography and Security · Computer Science 2026-02-10 Abhishek Kumar Mishra , Swadeep , Guevara Noubir , Mathieu Cunche

Bluetooth Low Energy (BLE) has become an intrinsic wireless technology for the Internet of Things (IoT). With the proliferation of BLE-embedded IoT devices, it is important to study the security and privacy implications of BLE. The…

Cryptography and Security · Computer Science 2019-07-31 Sopan Sarkar , Jianqing Liu , Emil Jovanov

Finder networks in general, and Apple's Find My network in particular, can pose a grave threat to users' privacy and even health if these networks are abused for stalking. Apple's release of the AirTag, a very affordable tracker covered by…

Cryptography and Security · Computer Science 2022-02-25 Alexander Heinrich , Niklas Bittner , Matthias Hollick

Bluetooth Low Energy (BLE) technology, operating within the widely used 2.4 GHz ISM band, stands as a cornerstone in modern wireless communication frameworks alongside its classic Bluetooth counterpart. This paper delves into the…

Cryptography and Security · Computer Science 2024-04-29 Zhe Wang

Bluetooth is a communication technology used to wirelessly exchange data between devices. In the last few years there have been found a great number of security vulnerabilities, and adversaries are taking advantage of them causing harm and…

Cryptography and Security · Computer Science 2022-11-15 Athanasios Kalogiratos , Ioanna Kantzavelou

After the rise of E-commerce, social media and messenger bots, rapid developments have been made in the field of connecting things, gadgets, and devices, i.e, the Internet of Things (IoT). In the fast-paced lifestyle, it is very difficult…

Cryptography and Security · Computer Science 2019-01-21 Chaitanya Bapat , Ganesh Baleri , Shivani Inamdar , Anant V Nimkar

We present a detailed privacy analysis of Samsung's Offline Finding (OF) protocol, which is part of Samsung's Find My Mobile (FMM) location tracking system for locating Samsung mobile devices, such as Samsung smartphones and Bluetooth…

Cryptography and Security · Computer Science 2025-07-22 Tingfeng Yu , James Henderson , Alwen Tiu , Thomas Haines

Location tags are designed to track personal belongings. Nevertheless, there has been anecdotal evidence that location tags are also misused to stalk people. Tracking is achieved locally, e.g., via Bluetooth with a paired phone, and…

Performance · Computer Science 2023-10-25 Hazem Ibrahim , Rohail Asim , Matteo Varvello , Yasir Zaki

Mobile apps frequently use Bluetooth Low Energy (BLE) and WiFi scanning permissions to discover nearby devices like peripherals and connect to WiFi Access Points (APs). However, wireless interfaces also serve as a covert proxy for…

Cryptography and Security · Computer Science 2025-03-20 Aniketh Girish , Joel Reardon , Juan Tapiador , Srdjan Matic , Narseo Vallina-Rodriguez

Exponential growth of the volume of Bluetooth-enabled devices indicates that it has become a popular way of wireless interconnections for exchanging information. The main goal of this paper is to analyze the most critical Bluetooth attacks…

Cryptography and Security · Computer Science 2012-06-08 Robayet Nasim

The Internet of Things helps to have every individual interconnected with their surroundings and to interact with them through smart devices. In recent years, Bluetooth Low Energy (BLE) technology has become very popular in smart…

Networking and Internet Architecture · Computer Science 2021-02-18 Petros Spachos , Konstantinos Plataniotis

Previous contact tracing systems required the users to perform many manual actions, such as installing smartphone applications, joining wireless networks, or carrying custom user devices. This increases the barrier to entry and lowers the…

Signal Processing · Electrical Eng. & Systems 2022-11-07 Brosnan Yuen , Yifeng Bie , Duncan Cairns , Geoffrey Harper , Jason Xu , Charles Chang , Xiaodai Dong , Tao Lu
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