A new cloud-based cyber-attack detection architecture for hyper-automation process in industrial internet of things

A Souri, M Norouzi, Y Alsenani - Cluster Computing, 2024 - Springer
With rapid development and deployment of artificial intelligence methods, the Industrial
Internet of Things (IIoT) has highly developed to fast tracing industrial communications and …

Exploring the landscape of AI-SDN: A comprehensive bibliometric analysis and future perspectives

F Sahran, HHM Altarturi, NB Anuar - Electronics, 2023 - mdpi.com
The rising influence of artificial intelligence (AI) enables widespread adoption of the
technology in every aspect of computing, including Software-Defined Networking (SDN) …

Enhancing Network Threat Detection with Random Forest-Based NIDS and Permutation Feature Importance

MT Abdelaziz, A Radwan, H Mamdouh… - Journal of Network and …, 2025 - Springer
Abstract Network Intrusion Detection Systems (NIDS) are critical for protecting computer
networks from unauthorized activities. Traditional NIDS rely on rule-based signatures, which …

Challenges and Outcomes of Combining Machine Learning with Software-Defined Networking for Network Security and management Purpose: A Review

N Bilal, S Askar, K Muheden - Indonesian Journal of Computer Science, 2024 - 3.8.6.95
Current research in data dissemination in Vehicular Ad Hoc Networks (VANETs) has
examined different approaches and frameworks to enhance the effectiveness and …

Mitigating DDoS Attack in SDN Using Random Forest Classifier–Based Flow Table Analysis with Ryu Controller

DS Vadivu, N Rajagopalan - 2024 2nd International …, 2024 - ieeexplore.ieee.org
As the Internet continues to be the primary driver of modern technology, the need for robust
safety procedures increases. Distributed Denial of Service (DDoS) assaults represent an …

RyuGuard—Combining Ryu and machine learning for proactive DDoS defense in software‐defined networks

D Sendil Vadivu, N Rajagopalan - Concurrency and Computation … - Wiley Online Library
Software defined network (SDN) is an experimental network design utilized by software
companies, academia, and healthcare systems to provide adequate resource utilization …

[PDF][PDF] Tekoälyn hyödyntäminen mobiiliverkon toiminnan optimoinnissa ja kehittämisessä

V Kivisaari, FMM Rantanen - 2024 - utupub.fi
Viime vuosikymmenen aikana mobiiliverkkoteknologia on kehittynyt runsaasti.
Mobiiliverkkoihin yhdistettyjen laitteiden määrä ja verkkojen tarjoamat yhteysnopeudet ovat …

Leveraging datasets for effective mitigation of DDoS attacks in software-defined networking: significance and challenges

H Dhadhal, P Kotak - Radioelectronic and Computer Systems, 2024 - nti.khai.edu
Abstract Software-Defined Networking (SDN) has emerged as a transformative paradigm for
network management, offering centralized control and programmability. However, with the …

Deep Learning Models Comparison in binary context for DDoS Attack Detection in Software-Defined Network

AS Zaidoun, Z Lachiri - 2024 IEEE 7th International …, 2024 - ieeexplore.ieee.org
Software-defined Networks (SDN) are continually evolving, but they also face numerous
security challenges, particularly from Denial of Service (DoS) attacks and their more …