Blockchain and federated learning-based intrusion detection approaches for edge-enabled industrial IoT networks: A survey

S Ali, Q Li, A Yousafzai - Ad Hoc Networks, 2024 - Elsevier
The industrial internet of things (IIoT) is an evolutionary extension of the traditional Internet of
Things (IoT) into processes and machines for applications in the industrial sector. The IIoT …

Enhanced Random Forest Classifier with K-Means Clustering (ERF-KMC) for Detecting and Preventing Distributed-Denial-of-Service and Man-in-the-Middle Attacks in …

AAJ Al-Abadi, MB Mohamed, A Fakhfakh - Computers, 2023 - mdpi.com
In recent years, the combination of wireless body sensor networks (WBSNs) and the Internet
ofc Medical Things (IoMT) marked a transformative era in healthcare technology. This …

Prevention of DDoS attacks: a comprehensive review and future directions

S Saharan, V Gupta - Information Security Journal: A Global …, 2024 - Taylor & Francis
ABSTRACT Distributed Denial of Service (DDoS) attacks constitute a formidable threat,
obstructing access to legitimate internet services and disrupting the seamless provision of …

Detection of botnet in IoT network through machine learning based optimized feature importance via ensemble models

SM din, R Sharma, F Rizvi, N Sharma - International Journal of Information …, 2024 - Springer
The number of cyberattacks has grown along with the expansion of the Internet of Things
(IoT), which necessitates detection of cyberattacks on IoT devices. Different machine …

IoT Network-Based Intrusion Detection Framework: A Solution to Process Ping Floods Originating From Embedded Devices

OM Almorabea, TJS Khanzada, MA Aslam… - IEEE …, 2023 - ieeexplore.ieee.org
Internet of things (IoT) devices are gaining traction around the globe. These devices are
sometimes hijacked and turned into zombies or botnets. One risk posed by hijacked devices …

A Security-Enhanced Energy Conservation with Enhanced Random Forest Classifier for Low Execution Time Framework (S-2EC-ERF) for Wireless Sensor Networks

MKI Ibraheem, AAJ Al-Abadi, MB Mohamed… - Applied Sciences, 2024 - mdpi.com
Wireless sensor networks (WSNs) play a pivotal role in diverse applications such as
environmental monitoring, industrial automation, healthcare, and smart cities. The motivation …

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 …

IoT Security, Future Challenges, and Open Issues

N Tariq, T Saboor, M Ashraf, R Butt… - … Measures for Logistics …, 2024 - igi-global.com
The internet of things (IoT) refers to the network of connected devices embedded in
everyday objects that enable digital transformation. The rapid proliferation of IoT devices has …

Exploring Methods of Mitigation against DDoS Attack in an IoT Network

PM Prajapati, PP Gandhi… - … Conference on Inventive …, 2024 - ieeexplore.ieee.org
Smart homes and industrial systems alike have benefited greatly from the increased
connection and ease made possible by the explosion of Internet of Things (IoT) devices …

Optimasi Logistic Regression untuk Deteksi Serangan DoS pada Keamanan IoT

ND Primadya, A Nugraha… - Jurnal Eksplora …, 2024 - eksplora.stikom-bali.ac.id
Abstract Keamanan perangkat Internet of Things (IoT) merupakan prioritas utama karena
potensi risiko kerusakan perangkat dan kebocoran data yang dapat berdampak serius …