A Survey on Intrusion Detection System for IoT Networks Based on Artificial Intelligence

S Checker, M Yadav, R Katarya - … International Conference on …, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) devices is the prime factor in automating the real world in the past
few years. These networks provide efficient utilization of resources, quality data, and benefits …

An Empirical Evaluation of Machine Learning Algorithms for Intrusion Detection in IIoT Networks

M Matke, K Saurabh, U Singh - 2023 IEEE 20th India Council …, 2023 - ieeexplore.ieee.org
Industry's reliance on IoT has skyrocketed as the technology has developed and has
transformed into the Industrial IoT (IIoT). The IIoT has brought significant benefits to the …

Intrusion detection system model for IoT networks using ensemble learning

U Ahad, Y Singh, P Anand, ZA Sheikh… - Journal of …, 2022 - World Scientific
The capacity to identify breaches and malicious activity inside the Internet of Things (IoT)
networks is important for network infrastructure resilience as the dependence on IoT devices …

Intrusion detection framework in iot networks

S Bajpai, K Sharma, BK Chaurasia - SN Computer Science, 2023 - Springer
Abstract The Internet of Things (IoT) deals with the internet and physical objects such as
smart home automation, industrial applications, smart cities, health and fitness …

Intrusion Detection in IoT Systems Using Machine Learning Algorithms

A Basalan - 2020 - search.proquest.com
In recent years, Internet of Things (IoT) has grown up rapidly and tremendously. This growth
has brought big and special problems. Two of the urgent topics of problems are security and …

[PDF][PDF] A hybrid classification approach for intrusion detection in iot network

S Choudhary, N Kesswani - 2021 - core.ac.uk
With the increase in number of IoT devices, the capabilities to provide reliable security and
detect the malicious activities within the IoT network have become quite challenging. We …

WILS-TRS—A novel optimized deep learning based intrusion detection framework for IoT networks

B Jothi, M Pushpalatha - Personal and Ubiquitous Computing, 2023 - Springer
Abstract Internet of Things (IoT) and its applications have gained importance in recent times
of research. The heterogeneous nature of IoT networks makes them applicable for various …

Deep Learning-Based Solution for Intrusion Detection in the Internet of Things

A Chaurasia, A Mishra, UP Rao, A Kumar - International Conference on …, 2023 - Springer
Abstract Securing the Internet of Things-based environment is a top priority for consumers,
businesses, and governments. There are billions of devices connecting and sharing data; an …

IoT Intrusion Detection: A Review of ML and DL-Based Approaches

I Rakine, K El Guemmat, S Ouahabi… - 2024 4th International …, 2024 - ieeexplore.ieee.org
The world is becoming more and more tied to the Internet of Things (IoT) technology. It is
present in almost every era: healthcare, agriculture, education, industry, etc. This technology …

[PDF][PDF] Machine Learning-based Intrusion Detection Technique for IoT: Simulation with Cooja

A Farea, K Küçük - International Journal of Computer Network and …, 2024 - researchgate.net
The Internet of Things (IoT) is one of the promising technologies of the future. It offers many
attractive features that we depend on nowadays with less effort and faster in real-time …