[PDF][PDF] A deep learning based approach for DDoS attack detection in IoT-enabled smart environments

UM Badamasi, S Khaliq, O Babalola… - … Journal of Computer …, 2020 - researchgate.net
This research contributes to enhance the security of smart environments such as Internet-of-
Things (IoT) network. IoT provides a big network to connect things around the world in …

Toward secure and private federated learning for iot using blockchain

H Moudoud, S Cherkaoui - GLOBECOM 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Recent advances in the Internet of Things (IoT) offer a plethora of new opportunities for
several intelligent services and applications. As the IoT connects a massive number of …

Deep learning in distributed denial-of-service attacks detection method for Internet of Things networks

FM Aswad, AMS Ahmed, NAM Alhammadi… - Journal of Intelligent …, 2023 - degruyter.com
With the rapid growth of informatics systems' technology in this modern age, the Internet of
Things (IoT) has become more valuable and vital to everyday life in many ways. IoT …

DDOS detection on internet of things using unsupervised algorithms

V Odumuyiwa, R Alabi - Journal of Cyber Security and …, 2021 - journals.riverpublishers.com
The increase in the deployment of IOT networks has improved productivity of humans and
organisations. However, IOT networks are increasingly becoming platforms for launching …

Collaborative DDoS detection in distributed multi-tenant IoT using federated learning

ECP Neto, S Dadkhah… - 2022 19th Annual …, 2022 - ieeexplore.ieee.org
Nowadays, the Internet of Things (IoT) has attracted much attention from the industry, and
new initiatives are expected to be developed in the next decade. IoT is establishing a …

Deep learning models for cyber security in IoT networks

M Roopak, GY Tian, J Chambers - 2019 IEEE 9th annual …, 2019 - ieeexplore.ieee.org
In this paper we propose deep learning models for the cyber security in IoT (Internet of
Things) networks. IoT network is as a promising technology which connects the living and …

Learning-driven detection and mitigation of DDoS attack in IoT via SDN-cloud architecture

N Ravi, SM Shalinie - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The Internet-of-Things (IoT) network is growing big owing to its utility in smart applications.
An IoT network is susceptible to security breaches, in majority due to the resource …

Machine learning-based dynamic attribute selection technique for ddos attack classification in iot networks

S Ullah, Z Mahmood, N Ali, T Ahmad, A Buriro - Computers, 2023 - mdpi.com
The exponential growth of the Internet of Things (IoT) has led to the rapid expansion of
interconnected systems, which has also increased the vulnerability of IoT devices to security …

Detection and prevention of DDoS attacks on edge computing of IoT devices through reinforcement learning

A Kumar, D Singh - International Journal of Information Technology, 2024 - Springer
The limited resource and computation capacity of an IoT device always being a target vector
for intruders to use to steal sensitive data from the device. Computational problems were …

[HTML][HTML] Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networks

J Bhayo, SA Shah, S Hameed, A Ahmed, J Nasir… - … Applications of Artificial …, 2023 - Elsevier
Abstract The Internet of Things (IoT) is a complex and diverse network consisting of resource-
constrained sensors/devices/things that are vulnerable to various security threats …