Internet of things (IoT) security dataset evolution: Challenges and future directions

B Kaur, S Dadkhah, F Shoeleh, ECP Neto, P Xiong… - Internet of Things, 2023 - Elsevier
The evolution of mobile technologies has introduced smarter and more connected objects
into our day-to-day lives. This trend, known as the Internet of Things (IoT), has applications …

A comprehensive review of the state-of-the-art on security and privacy issues in healthcare

A López Martínez, M Gil Pérez… - ACM Computing …, 2023 - dl.acm.org
Currently, healthcare is critical environment in our society, which attracts attention to
malicious activities and has caused an important number of damaging attacks. In parallel …

CICIoT2023: A real-time dataset and benchmark for large-scale attacks in IoT environment

ECP Neto, S Dadkhah, R Ferreira, A Zohourian, R Lu… - Sensors, 2023 - mdpi.com
Nowadays, the Internet of Things (IoT) concept plays a pivotal role in society and brings new
capabilities to different industries. The number of IoT solutions in areas such as …

X-IIoTID: A connectivity-agnostic and device-agnostic intrusion data set for industrial Internet of Things

M Al-Hawawreh, E Sitnikova… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT) is a high-value cyber target due to the nature of the
devices and connectivity protocols they deploy. They are easy to compromise and, as they …

IoTBoT-IDS: A novel statistical learning-enabled botnet detection framework for protecting networks of smart cities

J Ashraf, M Keshk, N Moustafa, M Abdel-Basset… - Sustainable Cities and …, 2021 - Elsevier
The rapid proliferation of the Internet of Things (IoT) systems, has enabled transforming
urban areas into smart cities. Smart cities' paradigm has resulted in improved quality of life …

Feature engineering and machine learning framework for DDoS attack detection in the standardized internet of things

M Malik, M Dutta - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Over the past decade, there has been huge rise in the number of Internet of Things (IoT)
devices and networks often characterized by resource constraints on energy, memory …

[PDF][PDF] MedBIoT: Generation of an IoT botnet dataset in a medium-sized IoT network.

A Guerra-Manzanares, J Medina-Galindo, H Bahsi… - ICISSP, 2020 - scitepress.org
The exponential growth of the Internet of Things in conjunction with the traditional lack of
security mechanisms and resource constraints associated with these devices have posed …

A survey of public IoT datasets for network security research

F De Keersmaeker, Y Cao… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Publicly available datasets are an indispensable tool for researchers, as they allow testing
new algorithms on a wide range of different scenarios and making scientific experiments …

{HorusEye}: A Realtime {IoT} Malicious Traffic Detection Framework using Programmable Switches

Y Dong, Q Li, K Wu, R Li, D Zhao, G Tyson… - 32nd USENIX Security …, 2023 - usenix.org
The ever-growing volume of IoT traffic brings challenges to IoT anomaly detection systems.
Existing anomaly detection systems perform all traffic detection on the control plane, which …

IoT Security Based on Machine Learning

RK Vanakamamidi, L Ramalingam… - … For Smart Nation …, 2023 - ieeexplore.ieee.org
The protection of user privacy and mitigation of threats like spoofing, DoS, jamming, and
eavesdropping are essential for the Internets of Things (IoT) to fulfill its promise of bringing …