Unveiling the Landscape of Machine Learning and Deep Learning Methodologies in Network Security: A Comprehensive Literature Review

NMSE Saeed, A Ibrahim, L Ali… - … on Cyber Resilience …, 2024 - ieeexplore.ieee.org
The dynamic nature of cyber threats offers a continual problem in the field of cybersecurity in
the context of the expanding internet environment. This study provides an in-depth …

Intrusion Detection Techniques in Internet of Things: A Bird's Eye View

M Gautam, S Ahuja, A Kumar - 2024 11th International …, 2024 - ieeexplore.ieee.org
With many gaps and shortcomings in the field of IoT security, no matter how simple you think
it is on your side what goes inside an intrusion detection system technique to detect attacks …

Heterogeneous Graph Transformer for Advanced Persistent Threat Classification in Wireless Networks

K Saheed, S Henna - 2023 IEEE Conference on Network …, 2023 - ieeexplore.ieee.org
Advanced Persistent Threats (APTs) have significantly impacted organizations over an
extended period with their coordinated and sophisticated cyberattacks. Unlike signature …

An AI-Driven Based Cybersecurity System for Network Intrusion Detection System in Hybrid with EPO and CNNet-LAM

DA Disney, R Yugha, SB Karachi… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The proliferation of large data made possible by ubiquitous internet use has led to an uptick
in cyberattacks, despite the proliferation of AI-based security keys like intrusion detection …

Internet of Things (IOT) Intrusion Detection Utilizing CNN and Fine Tuning It Using Various Optimization Parameters

KS Gill, R Chauhan, S Dangi… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The Internet of Things (IOT) has experienced significant expansion in recent years, resulting
in the development of countless gadgets and systems aimed at improving everyday life. This …

Network Intrusion Detection System for Feature Extraction Based on Machine Learning Techniques

N Nalini, A Chaudhary, S Surendran… - 2023 5th …, 2023 - ieeexplore.ieee.org
Network Intrusion Detection (NID) examines data from the network in search of malicious
activity to identify illegal access. This investigation will center on Network Intrusion Detection …

[PDF][PDF] Enhancing the IoT by incorporating 5G Technology

N Shahani - Journal Homepage: http://www. ijmra. us, 2024 - researchgate.net
The primary goal of this dissertation is to understand how to enhance the Internet of Things
by incorporating fifth-generation technology, which is increasing daily. As a result, it is critical …

Detection of Cyber Attack in IoT Based Model Using ANN Model with Genetic Algorithm

A Srivastava, HS Sharma, R Rawat… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Thanks to the IoT, our everyday lives are now more accessible, connected, and convenient
than ever before. Because it facilitates the effortless transfer of massive amounts of data …

[PDF][PDF] Internet of Things (IOT) Intrusion Detection Utilizing CNN and Fine Tuning it using Various Optimization Parameters

KS Gill, R Chauhan, S Dangi, D Banerjee - researchgate.net
The Internet of Things (IOT) has experienced significant expansion in recent years, resulting
in the development of countless gadgets and systems aimed at improving everyday life. This …