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 …

RPL attack detection and prevention in the Internet of Things networks using a GRU based deep learning

S Cakir, S Toklu, N Yalcin - IEEE Access, 2020 - ieeexplore.ieee.org
Cyberattacks targeting Internet of Things (IoT), have increased significantly, over the past
decade, with the spread of internet-connected smart devices and applications. Routing …

[PDF][PDF] Securing IoT Networks: RPL Attack Detection with Deep Learning GRU Networks

R Bokka, T Sadasivam - International Journal of Recent …, 2023 - ijresonline.com
The Internet of Things (IoT) can be defined as the internet-based connectivity of
heterogeneous intelligent devices to control and run them. Smart gadgets and wireless …

Rank and wormhole attack detection model for RPL-based internet of things using machine learning

F Zahra, NZ Jhanjhi, SN Brohi, NA Khan, M Masud… - Sensors, 2022 - mdpi.com
The proliferation of the internet of things (IoT) technology has led to numerous challenges in
various life domains, such as healthcare, smart systems, and mission-critical applications …

AIEMLA: artificial intelligence enabled machine learning approach for routing attacks on internet of things

S Sharma, VK Verma - The Journal of Supercomputing, 2021 - Springer
Abstract The Internet of things (IoT) is emerging as a prime area of research in the modern
era. The significance of IoT in the daily life is increasing due to the increase in objects or …

A review on the security of IoT networks: From network layer's perspective

A Jahangeer, SU Bazai, S Aslam, S Marjan… - IEEE …, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) has revolutionized the world in the last decade. Today millions of
devices are connected to each other utilizing IoT technology in one way or the other. With …

Analysis of Routing Protocol for Low Power and Lossy Networks Attack Behavior on the Internet of Things

V Pai, AS Rao, KP DS, KP BH - … International Conference on …, 2022 - ieeexplore.ieee.org
Routing Protocol for Low-Power and Lossy Networks (RPL) is the IPv6 routing protocol
suitable for the Internet of Things (IoT) and Wireless Sensor Network (WSN). Despite being a …

Proposing a hybrid rpl protocol for rank and wormhole attack mitigation using machine learning

NZ Jhanjhi, SN Brohi, NA Malik… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
Internet of Things have profoundly transformed the way technology is deployed today in
different domains of life. However, its widescale implementation has also caused major …

Employing a machine learning approach to detect combined internet of things attacks against two objective functions using a novel dataset

J Foley, N Moradpoor, H Ochenyi - Security and …, 2020 - Wiley Online Library
One of the important features of routing protocol for low‐power and lossy networks (RPLs) is
objective function (OF). OF influences an IoT network in terms of routing strategies and …

Prediction Of Compromised Iot Infrastructure Using Machine Learning

BR Dawadi, A Sharma, YR Shiwakoti - Advances in Engineering and …, 2023 - nepjol.info
The rapid growth of the Internet of Things (IoT) has led to big advancements in Fog
Computing, Smart Cities, and Industry 4.0. These areas handle complex data and need …