Robust enhancement of intrusion detection systems using deep reinforcement learning and stochastic game

H Benaddi, K Ibrahimi, A Benslimane… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The incorporation of advanced networking technologies makes modern systems vulnerable
to cyber-attacks that can result in a number of harmful outcomes. Due to the increase of …

Enhanced network intrusion detection system for internet of things security using multimodal big data representation with transfer learning and game theory

F Ullah, A Turab, S Ullah, D Cacciagrano, Y Zhao - Sensors, 2024 - mdpi.com
Internet of Things (IoT) applications and resources are highly vulnerable to flood attacks,
including Distributed Denial of Service (DDoS) attacks. These attacks overwhelm the …

Intelligent configuration method based on UAV-driven frequency selective surface for communication band shielding

J Tan, X Dai, F Tang, M Zhao… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
With the explosive growth of mobile devices and communication facilities, electromagnetic
interference (EMI) has become a common phenomenon affecting the communication band …

[PDF][PDF] Unsupervised Log Anomaly Detection Method Based on Multi-Feature.

S He, T Deng, B Chen, RS Sherratt… - Computers, Materials & …, 2023 - cdn.techscience.cn
Log anomaly detection is an important paradigm for system troubleshooting. Existing log
anomaly detection based on Long Short-Term Memory (LSTM) networks is time-consuming …

Defense resource allocation in road dangerous goods transportation network: A Self-Contained Girvan-Newman Algorithm and Mean Variance Model combined …

W Huang, L Li, H Liu, R Zhang, M Xu - Reliability Engineering & System …, 2021 - Elsevier
Abstract A Self-Contained Girvan-Newman Algorithm and Mean Variance Model combined
approach is proposed to allocate the defense resource in road dangerous goods …

Performance analysis of SWIPT based dynamic smart grid neighbourhood area network with space shift keying modulation

HK Sahu, PK Panda, S Vadrevu, M Biswal - Wireless Networks, 2024 - Springer
Neighbourhood area network (NAN) performance is analyzed with space shift keying (SSK)
modulation and energy harvesting-based cooperative amplify-and-forward (AF) relaying …

Coordinated cyber-physical attacks based on different attack strategies for cascading failure analysis in smart grids

W Kang, Q Liu, P Zhu, W Zhao, X Liu, G Hu - Wireless Networks, 2024 - Springer
As a classic cyber-physical system, smart grids often suffer from various types of attacks, one
of which the most threatening attacks is coordinated cyber-physical attack (CCPA). In order …

A new clustering-based semi-supervised method to restrict the users from anomalous electricity consumption: supporting urbanization

Z Aslam, N Javaid, MU Javed, M Aslam… - Electrical …, 2024 - Springer
One of the crucial issues for power grids in strengthening the urbanization around the world
is imbalance between supply and demand, which leads the users to consume electricity in …

A Monitoring Model for Abnormal Electricity Consumption Based on K-Means++ Clustering and Improved K-Nearest Neighbor Algorithm

J Yang, H Que, W Liu, J Xiao - Smart Grids and Sustainable Energy, 2024 - Springer
With the development of public buildings, energy consumption monitoring becomes a
popular research direction. An electricity consumption abnormal data monitoring model …

Classification of Abnormal Traffic in Smart Grids Based on GACNN and Data Statistical Analysis

FF Hu, ST Zhang, XB Lin, L Wu… - Security and …, 2021 - Wiley Online Library
With the continuous development of smart grids, communication networks carry more and
more power services, and at the same time, they are also facing more and more security …