Concurrent Encryption and Authentication for Wireless Networks using Compressed Sensing

12/17/2020
by   Chaoqing Tang, et al.
0

Authentication and encryption are traditionally treated as two separate processes in wireless networks, this paper integrates user authentication into the process of solving eavesdropping attacks. A compressed sensing (CS)-based framework is proposed which manipulates the measurement matrix of CS to safeguard secure computationally. The framework is also capable of continuous authentication and transmission error correction and is robust to data loss. In detail, this paper first proposes an algorithm to generate a 2D key which depends on the physical property of communication channels. The 2D key is further used to generate authentication information and signal structure as well as encrypt original data. Then an encrypted message which contains both data and authentication information is formed for anonymous transmission. The legal receiver can split authentication information and data, and performing a data loss-robust and transmission error-robust authentication and recovery strategy. The framework is evaluated quantitatively using Monte Carlo simulation with simulated sparse signal. The secure transmission performance and authentication performance as well as data loss robustness are investigated. This framework provides an integrated security solution that efficiently safeguards the confidential, privacy and robust communication in cyber-physical systems, especially in resource-limited and safety-critical wireless networks.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/13/2019

Secure and Efficient Compressed Sensing Based Encryption With Sparse Matrices

In this paper, we study the security of a compressed sensing (CS) based ...
research
05/03/2018

RF-PUF: Enhancing IoT Security through Authentication of Wireless Nodes using In-situ Machine Learning

Traditional authentication in radio-frequency (RF) systems enable secure...
research
04/29/2022

Semi-Assisted Signal Authentication based on Galileo ACAS

A GNSS signal authentication concept named semi-assisted authentication ...
research
12/04/2018

Continuous User Authentication by Contactless Wireless Sensing

This paper presents BodyPIN, which is a continuous user authentication s...
research
03/12/2019

TACAN: Transmitter Authentication through Covert Channels in Controller Area Networks

Nowadays, the interconnection of automotive systems with modern digital ...
research
03/28/2015

Robust Bayesian compressive sensing with data loss recovery for structural health monitoring signals

The application of compressive sensing (CS) to structural health monitor...
research
11/16/2022

Nano-Resolution Visual Identifiers Enable Secure Monitoring in Next-Generation Cyber-Physical Systems

Today's supply chains heavily rely on cyber-physical systems such as int...

Please sign up or login with your details

Forgot password? Click here to reset