Machine Learning Approach for Mitigating Security Threats in IoT Environment
H Saini, S Bala, SJ Ida, KS Kumar… - 2023 5th …, 2023 - ieeexplore.ieee.org
In today's world, a huge amount of data and information is transferred through wireless
networks. The Internet of Things (IoT) is a complex network that consists of diverse sensors …
networks. The Internet of Things (IoT) is a complex network that consists of diverse sensors …
[HTML][HTML] Intrusion detection in IoT networks using deep learning algorithm
B Susilo, RF Sari - Information, 2020 - mdpi.com
The internet has become an inseparable part of human life, and the number of devices
connected to the internet is increasing sharply. In particular, Internet of Things (IoT) devices …
connected to the internet is increasing sharply. In particular, Internet of Things (IoT) devices …
A good defense is a strong DNN: defending the IoT with deep neural networks
L Holbrook, M Alamaniotis - Machine Learning Paradigms: Advances in …, 2020 - Springer
This chapter frames in the realm of Internet of Things (IoT) and provides a new deep
learning solution for securing networks connecting IoT devices. In particular, it discusses a …
learning solution for securing networks connecting IoT devices. In particular, it discusses a …
[PDF][PDF] ENHANCING IIOT SECURITY WITH MACHINE LEARNING AND DEEP LEARNING FOR INTRUSION DETECTION
OF Awad, LR Hazim, AA Jasim, O Ata - Malaysian Journal of …, 2024 - mjs.um.edu.my
The rapid growth of the Internet of Things (IoT) and digital industrial devices has significantly
impacted various aspects of life, underscoring the importance of the Industrial Internet of …
impacted various aspects of life, underscoring the importance of the Industrial Internet of …
A Study on Machine Learning Algorithms for IOT-Based Intrusion Detection System
M Pandey, SK Prasad - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
In recent years, the need for IoT and its applications has grown and evolved significantly.
However, as the number of attacks on IoT applications has expanded, so has the frequency …
However, as the number of attacks on IoT applications has expanded, so has the frequency …
Comparative Evaluation on Various Machine Learning Strategies Based on Identification of DDoS Attacks in IoT Environment
M Abinaya, S Prabakeran… - 2023 9th International …, 2023 - ieeexplore.ieee.org
IoT is a combination of networks that have the ability to collect and share the information
through web. Though IoT is used in areas such as healthcare, smart cities, agriculture …
through web. Though IoT is used in areas such as healthcare, smart cities, agriculture …
Deep learning models for cyber security in IoT networks
M Roopak, GY Tian, J Chambers - 2019 IEEE 9th annual …, 2019 - ieeexplore.ieee.org
In this paper we propose deep learning models for the cyber security in IoT (Internet of
Things) networks. IoT network is as a promising technology which connects the living and …
Things) networks. IoT network is as a promising technology which connects the living and …
CVS-FLN: a novel IoT-IDS model based on metaheuristic feature selection and neural network classification model
R Geetha, A Jegatheesan, RK Dhanaraj… - Multimedia Tools and …, 2024 - Springer
Abstract The Internet of Things (IoT) is one of the technologies that will be used all over the
world in the future, and its security and privacy features are the primary concerns. However …
world in the future, and its security and privacy features are the primary concerns. However …
IoT DDoS Attack Detection System Using Machine Learning Classification Techniques
ASB Sa'Idi, AMB Jamil - 2023 IEEE 21st Student Conference …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has experienced substantial expansion, facilitating the
connection of a multitude of devices to the Internet and enhancing the level of automation in …
connection of a multitude of devices to the Internet and enhancing the level of automation in …
Enhancing IoT Security: Machine Learning-Based Network Intrusion Detection
A Sharma, H Babbar - … 3rd Asian Conference on Innovation in …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) can enhance lives in various ways by facilitating more
interaction, technology, and decision-making based on data. The use of IoT devices is …
interaction, technology, and decision-making based on data. The use of IoT devices is …