Machine learning-based physical layer security: techniques, open challenges, and applications
Wireless physical layer security (WPLS) is a powerful technology for current and emerging
mobile networks. Physical layer authentication (PLA), antenna selection (AS), and relay …
mobile networks. Physical layer authentication (PLA), antenna selection (AS), and relay …
Physical layer spoofing attack detection in MmWave massive MIMO 5G networks
Identity spoofing attacks pose one of the most serious threats to wireless networks, where
the attacker can masquerade as legitimate users by modifying its own identity. Channel …
the attacker can masquerade as legitimate users by modifying its own identity. Channel …
Intelligent cyber-security system for iot-aided drones using voting classifier
Developments in drones have opened new trends and opportunities in different fields,
particularly in small drones. Drones provide interlocation services for navigation, and this …
particularly in small drones. Drones provide interlocation services for navigation, and this …
Blind authentication at the physical layer under time-varying fading channels
Authentication is a key requirement for secure communications in modern wireless systems.
Compared with the conventional authentication at the upper layer using a cryptographic tool …
Compared with the conventional authentication at the upper layer using a cryptographic tool …
Physical layer authentication for 5G communications: Opportunities and road ahead
Resorting to the exploitation of physical attributes, physical-layer authentication (PLA) is a
promising technology to supplement and enhance current cryptography-based security …
promising technology to supplement and enhance current cryptography-based security …
Towards learning-automation IoT attack detection through reinforcement learning
As a massive number of the Internet of Things (IoT) devices are deployed, the security and
privacy issues in IoT arouse more and more attention. The IoT attacks are causing …
privacy issues in IoT arouse more and more attention. The IoT attacks are causing …
Spatio-temporal network traffic estimation and anomaly detection based on convolutional neural network in vehicular ad-hoc networks
Over the last decade, vehicular ad-hoc networks (VANETs) have received a greater attention
in academia and industry due to their influence in intelligent transportation systems …
in academia and industry due to their influence in intelligent transportation systems …
Physical layer security: Detection of active eavesdropping attacks by support vector machines
This article presents a framework for converting wireless signals into structured datasets,
which can be fed into machine learning algorithms for the detection of active eavesdropping …
which can be fed into machine learning algorithms for the detection of active eavesdropping …
A learning approach for physical layer authentication using adaptive neural network
X Qiu, J Dai, M Hayes - IEEE Access, 2020 - ieeexplore.ieee.org
In communications, innovative paradigm shifts have emerged in integrating various devices
into the network to provide advanced and intelligent services. However, various security …
into the network to provide advanced and intelligent services. However, various security …
On physical-layer authentication via online transfer learning
This article introduces a novel physical-layer (PHY-layer) authentication scheme, called
transfer learning-based PHY-layer authentication (TL-PHA), aiming to achieve fast online …
transfer learning-based PHY-layer authentication (TL-PHA), aiming to achieve fast online …