Fingerprinting IoT Devices Using Latent Physical Side-Channels

Abstract

The proliferation of low-end low-power internet-of-things (IoT) devices in "smart" environments necessitates secure identification and authentication of these devices via low-overhead fingerprinting methods. Previous work typically utilizes characteristics of the device's wireless modulation (WiFi, BLE, etc.) in the spectrum, or more recently, electromagnetic emanations from the device's DRAM to perform fingerprinting. The problem is that many devices, especially low-end IoT/embedded systems, may not have transmitter modules, DRAM, or other complex components, therefore making fingerprinting infeasible or challenging. To address this concern, we utilize electromagnetic emanations derived from the processor's clock to fingerprint. We present Digitus, an emanations-based fingerprinting system that can authenticate IoT devices at range. The advantage of Digitus is that we can authenticate low-power IoT devices using features intrinsic to their normal operation without the need for additional transmitters and/or other complex components such as DRAM. Our experiments demonstrate that we achieve ≥ 95% accuracy on average, applicability in a wide range of IoT scenarios (range ≥ 5m, non-line-of-sight, etc.), as well as support for IoT applications such as finding hidden devices. Digitus represents a low-overhead solution for the authentication of low-end IoT devices.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jun 12, 2023
Source ID
10.1145/3596247

Entities

People

  • Danijela Čabrić
  • Dominic Konrad
  • Justin Feng
  • Nader Sehatbakhsh
  • Shamik Sarkar
  • Tianyi Zhao
  • Timothy Jacques

Organizations

  • Intelligence Advanced Research Projects Activity
  • National Science Foundation
  • University of California, Los Angeles

Tags

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Cybersecurity.
  • Electrical Engineering

Technology Areas

  • 5G
  • 5G - Internet of Things