[HTML][HTML] Enhancing IoT Security Using GA-HDLAD: A Hybrid Deep Learning Approach for Anomaly Detection

I Mutambik - Applied Sciences, 2024 - mdpi.com
The adoption and use of the Internet of Things (IoT) have increased rapidly over recent
years, and cyber threats in IoT devices have also become more common. Thus, the …

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 …

Improvement of Distributed Denial of Service Attack Detection through Machine Learning and Data Processing

FL Becerra-Suarez, I Fernández-Roman, MG Forero - Mathematics, 2024 - mdpi.com
The early and accurate detection of Distributed Denial of Service (DDoS) attacks is a
fundamental area of research to safeguard the integrity and functionality of organizations' …

Internet of Things Enabled DDoS Attack Detection Using Pigeon Inspired Optimization Algorithm with Deep Learning Approach.

TA Alghamdi, SS Alotaibi - Computers, Materials & Continua, 2024 - search.ebscohost.com
Abstract Internet of Things (IoTs) provides better solutions in various fields, namely
healthcare, smart transportation, home, etc. Recognizing Denial of Service (DoS) outbreaks …

Proactive Memory Efficient DDOS Attack Detection at IoT Gateways through Microneural Networks with Jellyfish Optimizer

L Manjula, GT Raju, N Pallavi - International Journal of …, 2024 - search.proquest.com
In fact, the modernization of IoT technology has led to the emergence of cyber hazards with
DDoS attacks as particularly risky for IoT service availability. This occurs by overwhelming …

Multi-mission UAV Trajectory Planning in Smart Agriculture with Polarization Learning Model-Driven by Harris Hawks Optimizer

X Liu, Y Ma, P Shao - China Intelligent Networked Things Conference, 2024 - Springer
With the aim of enhancing the capability of UAVs to perform multi-mission trajectory planning
in smart agriculture, a polarization model-based Harris Hawk Optimizer (PL-HHO) is …

Advanced DDos Attack Detection in SDIoT Using DNFN and Nature-Inspired Optimizations

K Kalpana, M Prachi - Journal of Electrical Systems, 2024 - search.proquest.com
The purpose of this research is to improve the detection of Distributed Denial of Service
(DDoS) attacks in systems that employ Software-Defined Internet of Things (SD-IoT). First …

[PDF][PDF] Recognition of Threats in Hybrid Wireless Sensor Networks by Integrating Harris Hawks with Gradient Boosting Algorithm

HA Rasool, AH Najim, MH Abd Alsadh, HM Hariz - researchgate.net
Due to the increasing sophistication and complexity of cyber-attacks, particularly in Hybrid
Wireless Sensor Networks (HWSNs), digital community infrastructures face significant …