A novel sdn dataset for intrusion detection in iot networks

AK Sarica, P Angin - 2020 16th International Conference on …, 2020 - ieeexplore.ieee.org
The number of Internet of Things (IoT) devices and the use cases they aim to support have
increased sharply in the past decade with the rapid developments in wireless networking …

A comparative analysis of machine learning algorithms for intrusion detection in edge-enabled IoT networks

P Mahadevappa, SM Muzammal… - arXiv preprint arXiv …, 2021 - arxiv.org
A significant increase in the number of interconnected devices and data communication
through wireless networks has given rise to various threats, risks and security concerns …

SEHIDS: Self evolving host-based intrusion detection system for IoT networks

M Baz - Sensors, 2022 - mdpi.com
The Internet of Things (IoT) offers unprecedented opportunities to access anything from
anywhere and at any time. It is, therefore, not surprising that the IoT acts as a paramount …

A comprehensive study of anomaly detection schemes in IoT networks using machine learning algorithms

A Diro, N Chilamkurti, VD Nguyen, W Heyne - Sensors, 2021 - mdpi.com
The Internet of Things (IoT) consists of a massive number of smart devices capable of data
collection, storage, processing, and communication. The adoption of the IoT has brought …

A host-based intrusion detection and mitigation framework for smart home IoT using OpenFlow

M Nobakht, V Sivaraman… - 2016 11th International …, 2016 - ieeexplore.ieee.org
Smart devices are gaining popularity in our homes with the promise to make our lives easier
and more comfortable. However, the increased deployment of such smart devices brings an …

A framework for malicious traffic detection in IoT healthcare environment

F Hussain, SG Abbas, GA Shah, IM Pires, UU Fayyaz… - Sensors, 2021 - mdpi.com
The Internet of things (IoT) has emerged as a topic of intense interest among the research
and industrial community as it has had a revolutionary impact on human life. The rapid …

Security taxonomy in iot–a survey

P Williams, P Rojas, M Bayoumi - 2019 IEEE 62nd International …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) devices have been identified as the primary source or compromised
node responsible for the recent increase in reported cases of network intrusion attacks …

A multi-constraint transfer approach with additional auxiliary domains for IoT intrusion detection under unbalanced samples distribution

R Liu, W Ma, J Guo - Applied Intelligence, 2024 - Springer
Abstract The Internet of Things (IoT) refers to a vast and interconnected network comprising
smart objects with comprehensive capabilities. Unfortunately, the vulnerabilities of IoT …

Security of IoT application layer: Requirements, threats, and solutions

M Abbasi, M Plaza-Hernández, Y Mezquita - International Symposium on …, 2022 - Springer
Nowadays, communication systems and networks, become an integral part of not only our
everyday life but also even in industry, critical infrastructure, business, etc. Current trends …

[PDF][PDF] Intrusion detection system and mitigation of threats in IoT networks using AI techniques: A review.

S Sheeja - Engineering & Applied Science Research, 2023 - researchgate.net
In recent times, IoT has been used in a wide range of applications for improving the quality
of life. Conversely, IoT turns out to be progressively a superlative target for malicious attacks …