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 …

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 …

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 …

Machine learning-based multiple attack detection in RPL over IoT

MD Momand, MK Mohsin - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
By connecting the low-power smart embedded devices through the internet, the Internet of
Things (IoT) is a prominent technology in smart world construction. The IoT has numerous …

SMTrust: Proposing trust-based secure routing protocol for RPL attacks for IoT applications

SM Muzammal, RK Murugesan… - 2020 International …, 2020 - ieeexplore.ieee.org
With large scale generation and exchange of data between IoT devices and constrained IoT
security to protect data communication, it becomes easy for attackers to compromise data …

RPL rank attack detection using Deep Learning

W Choukri, H Lamaazi… - … Conference on Innovation …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is a network of interconnected smart devices. It provides a set of
services in different domains to improve the quality of human daily life. However, protecting …

Implementation of a wormhole attack against a rpl network: Challenges and effects

P Perazzo, C Vallati, D Varano… - 2018 14th annual …, 2018 - ieeexplore.ieee.org
In the near future, the Internet of Things will cheaply connect smart devices, in such a way to
form large Wireless Sensor and Actuator Networks (WSANs). For its characteristics, the …

EMBOF-RPL: Improved RPL for early detection and isolation of rank attack in RPL-based internet of things

AO Bang, UP Rao - Peer-to-Peer Networking and Applications, 2022 - Springer
Abstract Routing Protocol for Low Power and Lossy Networks (RPL) is the only standard
protocol that assists the routing process in Low Power and Lossy Networks (LLNs)-based …

Protocol-specific and sensor network-inherited attack detection in IoT using machine learning

F Zahra, NZ Jhanjhi, NA Khan, SN Brohi, M Masud… - Applied Sciences, 2022 - mdpi.com
For networks with limited resources, such as IoT-enabled smart homes, smart industrial
equipment, and urban infrastructures, the Routing Protocol for Low-power and Lossy …

Heartbeat-based detection of blackhole and greyhole attacks in RPL networks

EG Ribera, BM Alvarez, C Samuel… - … Networks and Digital …, 2020 - ieeexplore.ieee.org
IPv6 Routing Protocol for Low-Power and Lossy Networks (RPL) has been designed to
handle routing in IoT. We investigate the detection of blackhole and greyhole attacks in RPL …