A multi-layer perceptron neural network to mitigate the interference of time synchronization attacks in stationary GPS receivers

N Orouji, MR Mosavi - GPS solutions, 2021 - Springer
Accurate timing is one of the key features of the Global Positioning System (GPS), which is
employed in many critical infrastructures. Any imprecise time measurement in GPS-based …

Artificial-intelligence-based distributed belief propagation and recurrent neural network algorithm for wide-area monitoring systems

S Bhamidipati, KJ Kim, H Sun, PV Orlik - IEEE Network, 2020 - ieeexplore.ieee.org
To monitor the power grid over a wide area, the wide area monitoring systems (WAMSs) has
been developed. At each substation, the Global Positioning System (GPS) receiving system …

Detection and orientation of GNSS spoofing based on positioning solutions of three receivers

S Chen, S Ni, L Cheng, T Lei, Z Jia, Q Fu - IEEE Access, 2023 - ieeexplore.ieee.org
Spoofing poses a serious security threat to the satellite navigation system. Most of the
current spoofing detection methods are based on the information in the receiver-solving …

基于IMM-KF 算法改进的欺骗式干扰检测算法.

陈世淼, 倪淑燕, 程凌峰, 付琦玮… - Telecommunication …, 2024 - search.ebscohost.com
针对基于接收机基线长度的欺骗干扰检测方法在短基线和低定位精度下检测性能差的问题,
提出了一种交互多模型卡尔曼滤波(Interactive Multi-model Kalman Filtering, IMM-KF) …

Cyber-Security of Protection System in Power Grids—Part 1: Vulnerabilities and Counter-Measures

S Riahinia, A Ameli, M Ghafouri, A Yassine - … : Methods, Concepts, and …, 2023 - Springer
The recent trend to expand the use of Information Technology (IT) in power networks has
made the electric grid potentially vulnerable to cyber-attacks. Protection systems are among …

Joint BP and RNN for resilient GPS timing against spoofing attacks

S Bhamidipati, KJ Kim, H Sun, P Orlik… - Artificial Intelligence for …, 2019 - Springer
In this paper, we propose a new wide-area algorithm to secure the Global Positioning
System (GPS) timing from spoofing attack. To achieve a trusted GPS timing, belief …

Detecting Attacks on Synchrophasor Protocol Using Machine Learning Algorithms

K Knesek, P Wlazlo, H Huang, A Sahu… - … for Smart Grids …, 2021 - ieeexplore.ieee.org
Phasor measurement units (PMUs) are used in power grids across North America to
measure the amplitude, phase, and frequency of an alternating voltage or current. PMU's …

[图书][B] Foxtrot Frequency: Analysis of Radio Frequency Manipulation in the United States' Five Military Domains

LC Broker - 2023 - search.proquest.com
This paper inspected the adversarial manipulation of radio frequency waves in the United
States five military domains. The alarmed response to incidents in Cuba brought renewed …

[PDF][PDF] Joint BP and RNN for Resilient GPS Timing Against Spoofing Attacks

J Zhang - academia.edu
In this paper, we propose a new wide-area algorithm to secure the Global Positioning
System (GPS) timing from spoofing attack. To achieve a trusted GPS timing, belief …

Using the IEEE C37. 118 Protocol to Add Hardware in the Loop to the CYPRES Testbed

KC Knesek - 2021 - oaktrust.library.tamu.edu
The Cyber Physical Resilient Energy Systems (CYPRES) project at Texas A&M University
aims to create a next generation of energy management systems (EMS) using a secure …