Security Control and Data Planes of SDN: A Comprehensive Review of Traditional, AI and MTD Approaches to Security Solutions

AH Abdi, L Audah, A Salh, MA Alhartomi… - IEEE …, 2024 - ieeexplore.ieee.org
Software-Defined Networking (SDN) is a groundbreaking technology that has transformed
network management significantly. By integrating data and control, SDN offers unparalleled …

Optimal Joint Defense and Monitoring for Networks Security under Uncertainty: A POMDP‐Based Approach

A Kazeminajafabadi, M Imani - IET Information Security, 2024 - Wiley Online Library
The increasing interconnectivity in our infrastructure poses a significant security challenge,
with external threats having the potential to penetrate and propagate throughout the …

Resource-Efficient Low-Rate DDoS Mitigation With Moving Target Defense in Edge Clouds

Y Zhou, G Cheng, Z Ouyang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Edge computing (EC) and container technology have been widely used to increase the
flexibility of computing resources and meet the real-time requirements for delay-sensitive …

CSIM: A Fast Community Detection Algorithm Based on Structure Information Maximization

Y Liu, W Liu, X Tang, H Yin, P Yin, X Xu, Y Wang - Electronics, 2024 - mdpi.com
Community detection has been a subject of extensive research due to its broad applications
across social media, computer science, biology, and complex systems. Modularity stands …

Efficient Inference Offloading for Mixture-of-Experts Large Language Models in Internet of Medical Things

X Yuan, W Kong, Z Luo, M Xu - Electronics, 2024 - mdpi.com
Despite recent significant advancements in large language models (LLMs) for medical
services, the deployment difficulties of LLMs in e-healthcare hinder complex medical …

Edge Computing-Enabled Secure Forecasting Nationwide Industry PM2. 5 with LLM in the Heterogeneous Network

C Yin, Y Mao, Z He, M Chen, X He, Y Rong - Electronics, 2024 - mdpi.com
The heterogeneous network formed by the deployment and interconnection of various
network devices (eg, sensors) has attracted widespread attention. PM2. 5 forecasting on the …

Personalized Federated Learning Based on Bidirectional Knowledge Distillation for WiFi Gesture Recognition

H Geng, D Deng, W Zhang, P Ji, X Wu - Electronics, 2023 - mdpi.com
WiFi-based human gesture recognition has a wide range of applications in smart homes.
Existing methods train gesture classification models by collecting large amounts of WiFi …

FedScrap: Layer-Wise Personalized Federated Learning for Scrap Detection

W Zhang, D Deng, L Wang - Electronics, 2024 - mdpi.com
Scrap steel inspection is a critical entry point for connecting the smelting process to the
industrial internet, with its security and privacy being of vital importance. Current …

Enhancing Trust and Security in the Vehicular Metaverse: A Reputation-Based Mechanism for Participants with Moral Hazard

I Lotfi, M Qaraqe, A Ghrayeb, N Dusit - arXiv preprint arXiv:2405.19355, 2024 - arxiv.org
In this paper, we tackle the issue of moral hazard within the realm of the vehicular
Metaverse. A pivotal facilitator of the vehicular Metaverse is the effective orchestration of its …

Multi-Agent Graphic Reinforcement Learning for Real-Time UAV Video Transmission with Predictive Target Tracking

F Duan, K Zhu - … IEEE International Conferences on Internet of …, 2023 - ieeexplore.ieee.org
In the area of real-time video transmission, multi-hop unmanned aerial vehicle (UAV)
networks offer promising solutions, especially in places where traditional equipment cannot …