Review of botnet attack detection in SDN-enabled IoT Using machine learning

WG Negera, F Schwenker, TG Debelee, HM Melaku… - Sensors, 2022 - mdpi.com
The orchestration of software-defined networks (SDN) and the internet of things (IoT) has
revolutionized the computing fields. These include the broad spectrum of connectivity to …

Overview of DDoS attack detection in software-defined networks

H Wang, Y Li - IEEE Access, 2024 - ieeexplore.ieee.org
Software Defined network (SDN), as a new network architecture, is the direction of future
network development. By decoupling the control plane and data plane of the network, the …

[HTML][HTML] Capturing low-rate DDoS attack based on MQTT protocol in software Defined-IoT environment

M Al-Fayoumi, QA Al-Haija - Array, 2023 - Elsevier
Abstract The MQTT (Message Queue Telemetry Transport) protocol has recently been
standardized to provide a lightweight open messaging service over low-bandwidth and …

[PDF][PDF] An IoT environment based framework for intelligent intrusion detection

H Safwan, Z Iqbal, R Amin, MA Khan… - CMC Comput. Mater …, 2023 - researchgate.net
Software-defined networking (SDN) represents a paradigm shift in network traffic
management. It distinguishes between the data and control planes. APIs are then used to …

[PDF][PDF] Multi-Attack Intrusion Detection System for Software-Defined Internet of Things Network.

T Ferrão, F Manene, AA Ajibesin - Computers, Materials & …, 2023 - researchgate.net
Currently, the Internet of Things (IoT) is revolutionizing communication technology by
facilitating the sharing of information between different physical devices connected to a …

Lightweight detection system for low-rate DDoS attack on software-defined-IoT

A Droos, QA Al-Haija… - 6th Smart Cities …, 2022 - ieeexplore.ieee.org
Low-rate Distributed Denial-of-Service (LR-DDoS) attack is an uninterrupted cybersecurity
challenge within a Software-Defined Internet of Things (SD-IoT) network. If successful, LR …

Security and privacy of IoT applications

A Abusitta - Empowering IoT with Big Data Analytics, 2025 - Elsevier
Abstract The Internet of things (IoT) has transformed the way we interact with technology,
enabling us to collect and process vast amounts of data in real time. While IoT applications …

Unsupervised anomalies detection in IIoT edge devices networks using federated learning

N Thamar, HSE Sharara - arXiv preprint arXiv:2308.12175, 2023 - arxiv.org
In a connection of many IoT devices that each collect data, normally training a machine
learning model would involve transmitting the data to a central server which requires strict …

Securing the Internet of Things: A Comprehensive Review of Security Challenges and Artificial Intelligence Solutions

AA Soofi, M Tahir, N Raza - Foundation University Journal of …, 2024 - fujeas.fui.edu.pk
One of the major needs and challenges of this century is the use of cutting-edge technology
considering the industry 4.0 revolution. The Internet of Things (IoT) falls in the category of a …

Multipath Routing Implementation in SD-IoT Network Using OpenFlow-based Routing Metrics

MD Atthariq, RFA Hidayat, MK Sadida, L Syafa'ah… - … : International Journal on …, 2023 - joiv.org
The implementation growth of the Internet of Things (IoT) may increase the complexity of the
data transmission process between smart devices. The route generation process between …