Machine and deep learning solutions for intrusion detection and prevention in IoTs: A survey

PLS Jayalaxmi, R Saha, G Kumar, M Conti… - IEEE Access, 2022 - ieeexplore.ieee.org
The increasing number of connected devices in the era of Internet of Thing (IoT) has also
increased the number intrusions. Intrusion Detection System (IDS) is a secondary intelligent …

Intrusion Detection System in Software-Defined Networks Using Machine Learning and Deep Learning Techniques--A Comprehensive Survey

MR Ahmed, S Shatabda, AKMM Islam, MTI Robin - Authorea Preprints, 2023 - techrxiv.org
At present, the Internet is facing numerous attacks of different kinds that put its data at risk.
The safety of information within the network is, therefore, a significant concern. To prevent …

SliceBlock: context-aware authentication handover and secure network slicing using DAG-blockchain in edge-assisted SDN/NFV-6G environment

IH Abdulqadder, S Zhou - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Network slicing in a 6G environment is an important research area in the current years.
However, satisfying the demands of network slice requests is a challenging task. Energy …

A novel multi-stage approach for hierarchical intrusion detection

M Verkerken, L D'hooge, D Sudyana… - … on Network and …, 2023 - ieeexplore.ieee.org
An intrusion detection system (IDS), traditionally an example of an effective security
monitoring system, is facing significant challenges due to the ongoing digitization of our …

A novel machine learning framework for advanced attack detection using sdn

Z Abou El Houda, AS Hafid… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
Recently, software defined networks (SDN) has emerged as novel technology that leverages
network programmability to facilitate network management. SDN provides a global view of …

Deep learning for the security of software-defined networks: a review

R Taheri, H Ahmed, E Arslan - Cluster Computing, 2023 - Springer
As the scale and complexity of networks grow rapidly, management, maintenance, and
optimization of them are becoming increasingly challenging tasks for network administrators …

A comprehensive survey on low-rate and high-rate DDoS defense approaches in SDN: taxonomy, research challenges, and opportunities

S Karnani, N Agrawal, R Kumar - Multimedia Tools and Applications, 2024 - Springer
Abstract Software Defined Networking (SDN) expands the networking capabilities using
abstraction, open-source protocols, energy efficiency, and programmable features for …

A detailed survey of denial of service for IoT and multimedia systems: Past, present and futuristic development

A Verma, R Saha, N Kumar, G Kumar - Multimedia Tools and Applications, 2022 - Springer
The rise in frequency and volume of Distributed Denial of Service (DDoS) attacks has made
it a destructive weapon of attackers which can disrupt the services of any network including …

Mitigation strategies for distributed denial of service (DDoS) in SDN: A survey and taxonomy

S Karnani, HK Shakya - Information Security Journal: A Global …, 2023 - Taylor & Francis
Software-defined network (SDN) plays a dominant role in meeting today's business
requirements with its ingrained features like programmability, agility, and central …

[HTML][HTML] Intelligent SDN to enhance security in IoT networks

S Ibrahim, AM Youssef, M Shoman, S Taha - Egyptian Informatics Journal, 2024 - Elsevier
Software-defined networking (SDN) is a revolutionary technology that has revolutionised
network management by providing flexibility and adaptability. As the popularity of SDN …