Distributed Ensemble Method Using Deep Learning to Detect DDoS Attacks in IoT Networks

P Shukla, CR Krishna, NV Patil - Arabian Journal for Science and …, 2024 - Springer
The widespread adoption of Internet of Things (IoT) devices has increased exponentially in
recent years. Consequently, the security risks and vulnerabilities related to these unsecured …

[HTML][HTML] Enhancing DDoS attack detection in IoT using PCA

SK Dash, S Dash, S Mahapatra, SN Mohanty… - Egyptian Informatics …, 2024 - Elsevier
Abstract Internet of Things (IoT) security and reliability rely on the capacity to identify
distributed denial-of-service (DDoS) assaults in IoT networks. This research presents a …

SDDA-IoT: storm-based distributed detection approach for IoT network traffic-based DDoS attacks

P Shukla, CR Krishna, NV Patil - Cluster Computing, 2024 - Springer
In the world of connected devices, there is huge growth of less secure Internet of Things
(IoT) devices, and the ease of performing sophisticated cyberattacks using these devices …

DDoS Attacks Detection in IoT Networks using Naive Bayes and Random Forest

A Srivastava, S Tiwari, BS Rawat… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
The proliferation of Internet of Things (IoT) devices has resulted in numerous benefits,
including streamlined tasks and improved connectivity but has also raised concerns …

[HTML][HTML] 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 …

Entropy and divergence-based DDoS attack detection system in IoT networks

M Saiyed, I Al Anbagi - 2023 19th International Conference on …, 2023 - ieeexplore.ieee.org
High and low-volume Distributed Denial of Service (DDoS) attacks are critical threats to
many Internet of Things (IoT) networks. Low-volume attacks gradually overwhelm the …

Hybrid of Supervised Learning and Optimization Algorithm for Optimal Detection of IoT Distributed Denial of Service Attacks

T Farid, M Sirat - International Journal of Innovative Computing, 2023 - ijic.utm.my
The high-speed internet has led to the development of Internet of Things (IoT) with a
fundamental Three-Layer IoT architecture. However, small amount of un-indicative data …

A distributed framework for distributed denial-of-service attack detection in internet of things environments using deep learning

WA Silas, L Nderu, D Ndirangu - International Journal of …, 2024 - inderscienceonline.com
Internet of things (IoT) networks dominate industries, homes, organisations, and other
aspects of life owing to their automation capabilities. However, IoT networks are vulnerable …

[HTML][HTML] DDoS attack detection in IoT-based networks using machine learning models: a survey and research directions

AA Alahmadi, M Aljabri, F Alhaidari, DJ Alharthi… - Electronics, 2023 - mdpi.com
With the emergence of technology, the usage of IoT (Internet of Things) devices is said to be
increasing in people's lives. Such devices can benefit the average individual, who does not …

Ddos attack detection in iot networks using deep learning models combined with random forest as feature selector

MB Farukee, MSZ Shabit, MR Haque… - Advances in Cyber …, 2021 - Springer
Due to the major advancements and finesse earned in technology, the internet and
communication fields have seen a ground-breaking breakthrough by incorporating …