A review and analysis of the bot-iot dataset

JM Peterson, JL Leevy… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Machine learning is rapidly changing the cybersecu-rity landscape. The use of predictive
models to detect malicious activity and identify inscrutable attack patterns is providing levels …

5g-nidd: A comprehensive network intrusion detection dataset generated over 5g wireless network

S Samarakoon, Y Siriwardhana, P Porambage… - ar** computers secure is becoming challenging as networks grow and new network‐
based technologies emerge. Cybercriminals' attack surface expands with the release of new …

[HTML][HTML] A novel intrusion detection approach using machine learning ensemble for IoT environments

P Verma, A Dumka, R Singh, A Ashok, A Gehlot… - Applied Sciences, 2021 - mdpi.com
The Internet of Things (IoT) has gained significant importance due to its applicability in
diverse environments. Another reason for the influence of the IoT is its use of a flexible and …

SUKRY: Suricata IDS with enhanced kNN algorithm on raspberry Pi for classifying IoT botnet attacks

I Syamsuddin, OM Barukab - electronics, 2022 - mdpi.com
The focus of this research is the application of the k-Nearest Neighbor algorithm in terms of
classifying botnet attacks in the IoT environment. The kNN algorithm has several advantages …

A novel ids with a dynamic access control algorithm to detect and defend intrusion at IoT nodes

M Alazab, A Awajan, H Alazzam, M Wedyan, B Alshawi… - Sensors, 2024 - mdpi.com
The Internet of Things (IoT) is the underlying technology that has enabled connecting daily
apparatus to the Internet and enjoying the facilities of smart services. IoT marketing is …

[PDF][PDF] Towards Data-Driven Network Intrusion Detection Systems: Features Dimensionality Reduction and Machine Learning.

M Maabreh, I Obeidat, EA Elsoud, A Alnajjar… - Int. J. Interact. Mob …, 2022 - academia.edu
Cyber attacks have increased in tandem with the exponential expansion of computer
networks and network applications throughout the world. Fortunately, various machine/deep …