Deep Learning Approach for Intrusion Detection and Mitigation in IoT Environment: A Comprehensive Study

R Arthi, S Krishnaveni - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has gained importance over the last decade due to the
exponential growth in digital communication systems and networks. The future society relies …

Hybrid optimised deep learning-deep belief network for attack detection in the internet of things

SK Sarma - Journal of Experimental & Theoretical Artificial …, 2022 - Taylor & Francis
ABSTRACT Internet of Things (IoT) is a new revolution of the Internet. However, the IoT
network of physical devices and objects is often vulnerable to attacks like Denial of Service …

RPL Attacks Detection and Prevention in IOT Networks with Advanced GRU Deep Learning Algorithm

T Thiyagu, S Krishnaveni - 2022 Smart Technologies …, 2022 - ieeexplore.ieee.org
Cyber-attacks on the Internet of Things have improved significantly more in previous years,
with the expansion of intelligent internet-connected systems and functions. The Internet of …

Proposing a rank and wormhole attack detection framework using machine learning

NZ Jhanjhi, SN Brohi, NA Malik - 2019 13th International …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) is a paradigm in digital technology which is prevalently
revolutionizing various sectors like healthcare, military, business and more. However, the …

A cross-layer intrusion detection system for RPL-based Internet of Things

E Canbalaban, S Sen - Ad-Hoc, Mobile, and Wireless Networks: 19th …, 2020 - Springer
Abstract The Internet of Things (IoT) is a heterogeneous network of constrained devices
connected both to each other and to the Internet. Since the significance of IoT has risen …

A Survey on Deep Learning Enabled Intrusion Detection System for Internet of Things

H Gupta, S Sharma, S Agrawal - International Conference on …, 2023 - Springer
Abstract Internet of Things (IoT) has led the world to grow at a revolutionary rate that is
bringing profound impact in various domains without human intervention. Although IoT …

Optimized ensemble classifier based network intrusion detection system for RPL based internet of things

PJ Prakash, B Lalitha - Wireless Personal Communications, 2022 - Springer
Abstract Internet of Things (IoT) is the powerful latest trend that allows communications and
networking of many sources over the internet. The routing protocol for low power and lossy …

Stacked deep learning framework for edge-based intelligent threat detection in IoT network

D Santhadevi, B Janet - The Journal of Supercomputing, 2023 - Springer
Cyber-attacks on Internet of Things (IoT) devices are becoming increasingly common due to
the rapidly growing number of connected devices and the lack of security measures in many …

AROSTEV: A unified framework to enhance secure routing in IoT environment

R Stephen, AC Donald, AD Vinoth Kumar… - … : Proceedings of CICT …, 2022 - Springer
Abstract The Internet of Things (IoT) is a global network which collects, process, and
analyzes the data. IoT sensors and devices are limited to low memory, power, and …

Fault-tolerant AI-driven intrusion detection system for the internet of things

F Medjek, D Tandjaoui, N Djedjig… - International Journal of …, 2021 - Elsevier
Abstract Internet of Things (IoT) has emerged as a key component of all advanced critical
infrastructures. However, with the challenging nature of IoT, new security breaches have …