Decentralized federated learning: Fundamentals, state of the art, frameworks, trends, and challenges
In recent years, Federated Learning (FL) has gained relevance in training collaborative
models without sharing sensitive data. Since its birth, Centralized FL (CFL) has been the …
models without sharing sensitive data. Since its birth, Centralized FL (CFL) has been the …
A comprehensive survey on deep learning based malware detection techniques
M Gopinath, SC Sethuraman - Computer Science Review, 2023 - Elsevier
Recent theoretical and practical studies have revealed that malware is one of the most
harmful threats to the digital world. Malware mitigation techniques have evolved over the …
harmful threats to the digital world. Malware mitigation techniques have evolved over the …
[HTML][HTML] A hybrid CNN+ LSTM-based intrusion detection system for industrial IoT networks
HC Altunay, Z Albayrak - … Science and Technology, an International Journal, 2023 - Elsevier
Abstract The Internet of Things (IoT) ecosystem has proliferated based on the use of the
internet and cloud-based technologies in the industrial area. IoT technology used in the …
internet and cloud-based technologies in the industrial area. IoT technology used in the …
The age of ransomware: A survey on the evolution, taxonomy, and research directions
S Razaulla, C Fachkha, C Markarian… - IEEE …, 2023 - ieeexplore.ieee.org
The proliferation of ransomware has become a significant threat to cybersecurity in recent
years, causing significant financial, reputational, and operational damage to individuals and …
years, causing significant financial, reputational, and operational damage to individuals and …
[HTML][HTML] XGBoost for imbalanced multiclass classification-based industrial internet of things intrusion detection systems
The Industrial Internet of Things (IIoT) has advanced digital technology and the fastest
interconnection, which creates opportunities to substantially grow industrial businesses …
interconnection, which creates opportunities to substantially grow industrial businesses …
A privacy-aware framework for detecting cyber attacks on internet of medical things systems using data fusion and quantum deep learning
M Al-Hawawreh, MS Hossain - Information Fusion, 2023 - Elsevier
Abstract Internet of Medical Things (IoMT) devices and systems are often designed without
adequate security, leaving them highly susceptible to cyber threats. Unlike other IoT …
adequate security, leaving them highly susceptible to cyber threats. Unlike other IoT …
Securing the Industrial Internet of Things against ransomware attacks: A comprehensive analysis of the emerging threat landscape and detection mechanisms
M Al-Hawawreh, M Alazab, MA Ferrag… - Journal of Network and …, 2023 - Elsevier
Due to the complexity and diversity of Industrial Internet of Things (IIoT) systems, which
include heterogeneous devices, legacy and new connectivity protocols and systems, and …
include heterogeneous devices, legacy and new connectivity protocols and systems, and …
[HTML][HTML] A weighted minimum redundancy maximum relevance technique for ransomware early detection in industrial IoT
Ransomware attacks against Industrial Internet of Things (IIoT) have catastrophic
consequences not only to the targeted infrastructure, but also the services provided to the …
consequences not only to the targeted infrastructure, but also the services provided to the …
Federated learning-assisted distributed intrusion detection using mesh satellite nets for autonomous vehicle protection
M Al-Hawawreh, MS Hossain - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The widespread use of intelligent consumer electronics, specifically autonomous vehicles,
has exponentially increased. The key enablers of this pervasive are the Internet of Things …
has exponentially increased. The key enablers of this pervasive are the Internet of Things …
[HTML][HTML] Fldid: Federated learning enabled deep intrusion detection in smart manufacturing industries
The rapid development in manufacturing industries due to the introduction of IIoT devices
has led to the emergence of Industry 4.0 which results in an industry with intelligence …
has led to the emergence of Industry 4.0 which results in an industry with intelligence …