AI techniques for IoT-based DDoS attack detection: Taxonomies, comprehensive review and research challenges

B Bala, S Behal - Computer science review, 2024 - Elsevier
Abstract Distributed Denial of Service (DDoS) attacks in IoT networks are one of the most
devastating and challenging cyber-attacks. The number of IoT users is growing …

DDoS attack detection in IoT environment using optimized Elman recurrent neural networks based on chaotic bacterial colony optimization

MIT Hussan, GV Reddy, PT Anitha, A Kanagaraj… - Cluster …, 2023 - Springer
Abstract The Internet of Things (IoT) is made up of billions of interconnected devices that can
transmit and receive data over the Internet. IoT devices have many vulnerabilities that …

Distributed Denial of Service Attack Detection in IoT Networks using Deep Learning and Feature Fusion: A Review

A Nuhu, AFM Raffei, MF Ab Razak… - Mesopotamian Journal …, 2024 - mesopotamian.press
The explosive growth of Internet of Things (IoT) devices has led to escalating threats from
distributed denial of service (DDoS) attacks. Moreover, the scale and heterogeneity of IoT …

Quadrotor attitude control by improved snake optimizer based adaptive switching disturbance rejection approach

T Zhou, Z Chen, J Jiao - Measurement Science and Technology, 2024 - iopscience.iop.org
In this paper, an adaptive switching anti-disturbance attitude control scheme based on
improved snake optimizer (SO) is proposed for quadrotor attitude control when a quadrotor …

Deep Learning Algorithms for Detecting and Mitigating DDoS Attacks

S Hamad, S Askar, FS Khoshaba, S Maghdid… - Indonesian Journal of …, 2024 - ijcs.net
Raising the threat of Distributed Denial of Service (DDoS) attacks means that high and
adapted detection tools are required now more than ever. This research focuses on …

Deep Learning Method for Detecting and Mitigating Distributed Denial of Service Attacks with Imbalanced Data

YB Sanap, PG Aher - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
A Distributed Denial-of-Service (DDoS) attack is a malicious attempt to reduce normal traffic
service, or network by spreading a target or its associated infrastructure with an internet …

AN INTUITIVE HYBRID ENSEMBLE APPORACH ON DDOS ATTACK CLASSIFICATION

G Blessina, GS Reddy - Journal of Population Therapeutics and …, 2023 - jptcp.com
In the contemporary age of digital interconnection, the occurrence of distributed denial of
service (DDoS) assaults has emerged as a widespread and enduring menace to the stability …

Enhancing Network Security in IoT Applications through DDoS Attack Detection Using ML

AM Salama, MAEA Mohamed… - Mansoura …, 2024 - mej.researchcommons.org
A significant issue that affects contemporary network infrastructures is the Distributed Denial
of Service (DDoS) attack, which presents serious dangers to organizations, people, and …