A survey of physical layer techniques for secure wireless communications in industry
The industrial environment poses strict requirements to the infrastructure of good and
service production and delivery. Communications are not an exception. Wired systems …
service production and delivery. Communications are not an exception. Wired systems …
Radio frequency fingerprint identification for LoRa using deep learning
Radio frequency fingerprint identification (RFFI) is an emerging device authentication
technique that relies on the intrinsic hardware characteristics of wireless devices. This paper …
technique that relies on the intrinsic hardware characteristics of wireless devices. This paper …
Exposing the fingerprint: Dissecting the impact of the wireless channel on radio fingerprinting
Radio fingerprinting uniquely identifies wireless devices by leveraging tiny hardware-level
imperfections inevitably present in off-the-shelf radio circuitry. This way, devices can be …
imperfections inevitably present in off-the-shelf radio circuitry. This way, devices can be …
Radio frequency fingerprint identification for Internet of Things: A survey
Radio frequency fingerprint (RFF) identification is a promising technique for identifying
Internet of Things (IoT) devices. This paper presents a comprehensive survey on RFF …
Internet of Things (IoT) devices. This paper presents a comprehensive survey on RFF …
No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments
K Sankhe, M Belgiovine, F Zhou… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Due to the unprecedented scale of the Internet of Things, designing scalable, accurate,
energy-efficient and tamper-proof authentication mechanisms has now become more …
energy-efficient and tamper-proof authentication mechanisms has now become more …
Radio frequency fingerprint identification for LoRa using spectrogram and CNN
Radio frequency fingerprint identification (RFFI) is an emerging device authentication
technique that relies on intrin-sic hardware characteristics of wireless devices. We designed …
technique that relies on intrin-sic hardware characteristics of wireless devices. We designed …
DeepRadioID: Real-time channel-resilient optimization of deep learning-based radio fingerprinting algorithms
Radio fingerprinting provides a reliable and energy-efficient IoT authentication strategy by
leveraging the unique hardware-level imperfections imposed on the received wireless …
leveraging the unique hardware-level imperfections imposed on the received wireless …
Deep-learning-based physical layer authentication for industrial wireless sensor networks
In this paper, a deep learning (DL)-based physical (PHY) layer authentication framework is
proposed to enhance the security of industrial wireless sensor networks (IWSNs). Three …
proposed to enhance the security of industrial wireless sensor networks (IWSNs). Three …
Threshold-free physical layer authentication based on machine learning for industrial wireless CPS
Wireless industrial cyber-physical systems are increasingly popular in critical manufacturing
processes. These kinds of systems, besides high performance, require strong security and …
processes. These kinds of systems, besides high performance, require strong security and …
Security enhancement for mobile edge computing through physical layer authentication
In this paper, we investigate the security threats in mobile edge computing (MEC) of Internet
of things, and propose a deep-learning (DL)-based physical (PHY) layer authentication …
of things, and propose a deep-learning (DL)-based physical (PHY) layer authentication …