[HTML][HTML] An intelligent attack detection framework for the internet of autonomous vehicles with imbalanced car hacking data

S Alshathri, A Sayed, EED Hemdan - World Electric Vehicle Journal, 2024 - mdpi.com
The modern Internet of Autonomous Vehicles (IoVs) has enabled the development of
autonomous vehicles that can interact with each other and their surroundings, facilitating …

[HTML][HTML] Tachyon: Enhancing stacked models using Bayesian optimization for intrusion detection using different sampling approaches

TA Kumari, S Mishra - Egyptian Informatics Journal, 2024 - Elsevier
The integration of sensors in the monitoring of essential bodily measurements, air quality,
and energy consumption in buildings demonstrates the importance of the Internet of Things …

Dual-path feature extraction based hybrid intrusion detection in IoT networks

AK Silivery, KRM Rao, R Solleti - Computers and Electrical Engineering, 2025 - Elsevier
A significant concern in the current computing industry is safeguarding Internet of Things
(IoT) networks due to the rapid rise in cyberattacks and security lapses. Previously …

[HTML][HTML] Towards secure IoT networks: A comprehensive study of metaheuristic algorithms in conjunction with CNN using a self-generated dataset

V Choudhary, S Tanwar, T Choudhury, K Kotecha - MethodsX, 2024 - Elsevier
Abstract The Internet of Things (IoT) has radically reformed various sectors and industries,
enabling unprecedented levels of connectivity and automation. However, the surge in the …

Generation & evaluation of datasets for anomaly-based intrusion detection systems in IoT environments

V Choudhary, S Tanwar - Multimedia Tools and Applications, 2024 - Springer
Abstract The Internet of Things (IoT) has garnered significant attention for its diverse
applications, but the proliferation of devices introduces security threats. This paper …

Internet of Things (IOT) Intrusion Detection Utilizing CNN and Fine Tuning It Using Various Optimization Parameters

KS Gill, R Chauhan, S Dangi… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The Internet of Things (IOT) has experienced significant expansion in recent years, resulting
in the development of countless gadgets and systems aimed at improving everyday life. This …

A Hybrid Deep Learning Model for Intrusion Detection System in the Internet of Things Environment

V Choudhary, S Tanwar… - 2023 4th International …, 2023 - ieeexplore.ieee.org
With billions of interconnected devices on the Internet, the Internet of Things (IoT) has
emerged as a fundamental facet of our daily existence, influencing everything from our …

A Comprehensive Analysis of Network Intrusion Detection in Internet of Things and Wireless Networks

S Ch, SB Kare - … International Conference on Data Science and …, 2024 - ieeexplore.ieee.org
Network Intrusion Detection System (NIDS) is most momentous safety techniques in mobile
networks. Intrusion detection (ID) is significant approach aimed at identifying attacks then …

[HTML][HTML] Enhancing IoT Security: A Comparative Analysis of Hybrid Hyperparameter Optimization for Deep Learning-Based Intrusion Detection Systems

H Asadi, M Alborzi, H Zandhessami - Journal of Information Systems and …, 2024 - rimag.ir
Rapidly expanding domains such as the Internet of Things require sophisticated approaches
to securing interconnected devices against cyber threats. The following study intends to fill in …

[PDF][PDF] Internet of Things (IOT) Intrusion Detection Utilizing CNN and Fine Tuning it using Various Optimization Parameters

KS Gill, R Chauhan, S Dangi, D Banerjee - researchgate.net
The Internet of Things (IOT) has experienced significant expansion in recent years, resulting
in the development of countless gadgets and systems aimed at improving everyday life. This …