Integration of deep learning into the iot: A survey of techniques and challenges for real-world applications

A Elhanashi, P Dini, S Saponara, Q Zheng - Electronics, 2023 - mdpi.com
The internet of things (IoT) has emerged as a pivotal technological paradigm facilitating
interconnected and intelligent devices across multifarious domains. The proliferation of IoT …

High-Speed Network DDoS Attack Detection: A Survey

RMA Haseeb-Ur-Rehman, AHM Aman, MK Hasan… - Sensors, 2023 - mdpi.com
Having a large number of device connections provides attackers with multiple ways to attack
a network. This situation can lead to distributed denial-of-service (DDoS) attacks, which can …

Intrusion detection systems for IoT based on bio-inspired and machine learning techniques: a systematic review of the literature

R Saadouni, C Gherbi, Z Aliouat, Y Harbi, A Khacha - Cluster Computing, 2024 - Springer
Recent technological advancements have significantly expanded both networks and data,
thereby introducing new forms of attacks that pose considerable challenges to intrusion …

[HTML][HTML] Roadmap of Adversarial Machine Learning in Internet of Things-Enabled Security Systems

Y Harbi, K Medani, C Gherbi, Z Aliouat, S Harous - Sensors, 2024 - mdpi.com
Machine learning (ML) represents one of the main pillars of the current digital era,
specifically in modern real-world applications. The Internet of Things (IoT) technology is …

Secure IIoT networks with hybrid CNN-GRU model using Edge-IIoTset

R Saadouni, A Khacha, Y Harbi… - … on Innovations in …, 2023 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT), or Industry 4.0, is an application of IoT in the industrial
sector. Its main objective is to enhance product quality and optimize production costs by …

Robust Intrusion Detection for IoT Networks: an Integrated CNN-LSTM-GRU Approach

A Khacha, R Saadouni, Y Harbi… - … on Networking and …, 2023 - ieeexplore.ieee.org
Ensuring IoT security is of utmost importance in today's interconnected world. IoT devices
are prone to various security threats and vulnerabilities, making it essential to implement …

[PDF][PDF] Presenting The Model of Internet of Things Drivers in Iran's Oil and Gas and Electric Power Industry Supply Chain With a Fuzzy Total Interpretive Structural …

Z Hasheminasab, E Mazroui Nasrabadi… - Energy Engineering …, 2024 - energy.kashanu.ac.ir
In recent years, the Internet of Things (IoT) has emerged as a significant technology in the
industrial and academic sectors, particularly in the context of the fourthgeneration industry …