Learning-Based Secure Spectrum Sharing for Intelligent IoT Networks

A Alipour-Fanid, M Dabaghchian… - … Symposium on Quality …, 2024 - ieeexplore.ieee.org
In intelligent IoT networks, an IoT user is capable of sensing the spectrum and learning from
its observation to dynamically access the wireless channels without interfering with the …

Collaborative adversarial modeling for spectrum aware IoT communications

P Samanta, E Kelly, A Bashir… - 2018 International …, 2018 - ieeexplore.ieee.org
In order to cater the growing spectrum demands of large scale future 5G Internet of Things
(IoT) applications, Dynamic Spectrum Access (DSA) based networks are being proposed as …

Security enhanced content sharing in social IoT: A directed hypergraph-based learning scheme

B Wang, Y Sun, TQ Duong… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Security is a critical element to the existing Internet of Things (IoT) deployment, where any
user may actively or passively attack the content sharing of others reusing the same …

Security and Intelligence Measure in Online Machine Learning-Based Dynamic Spectrum Sharing Networks

M Dabaghchian - 2019 - search.proquest.com
Cognitive radio (CR) is considered as a key enabling technology for dynamic spectrum
access to improve spectrum efficiency. This dissertation studies the two aspects of spectrum …

Spectrum assignment in cognitive radio networks for internet-of-things delay-sensitive applications under jamming attacks

HAB Salameh, S Almajali, M Ayyash… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The expected widespread usage of Internet-of-Things (IoT) devices and the associated
diversity of applications will place extra pressure on network resources including bandwidth …

Testbed Validation of Security-Aware Channel Assignment in Cognitive Radio IoT Networks

MH Khadr, HB Salameh, M Ayyash… - 2020 IEEE 6th World …, 2020 - ieeexplore.ieee.org
Cognitive radio networks (CRNs) are a propitious realization for Internet-of-Things (IoT)
applications due to their superior utilization of spectrum and time-critical data delivery. With …

Machine learning techniques to mitigate security attacks in IoT

K Vijayalakshmi - Security and Privacy Issues in Sensor Networks …, 2020 - igi-global.com
Evolving technologies involve numerous IoT-enabled smart devices that are connected 24-7
to the internet. Existing surveys propose there are 6 billion devices on the internet and it will …

Batch‐based security‐aware spectrum sharing with simultaneous assignment decisions in time‐critical IoT networks with cognitive radio capabilities

H Bany Salameh, S Almajali, M Ayyash… - Transactions on …, 2018 - Wiley Online Library
Cognitive radio (CR) is considered as a key enabling communication technology that offers
efficient wireless connectivity to Internet of Things (IoT) devices. Its integration with the future …

A reputation-based stackelberg game model to enhance secrecy rate in spectrum leasing to selfish iot devices

F Afghah, A Shamsoshoara, L Njilla… - IEEE INFOCOM 2018 …, 2018 - ieeexplore.ieee.org
The problem of cooperative spectrum leasing to unlicensed Internet of Things (IoT) devices
is studied to account for potential selfish behavior of these devices. A distributed game …

Machine learning-based malicious users detection in blockchain-enabled cr-iot network for secured spectrum access

MS Miah, MS Hossain… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Cognitive radio has been established as an optimal solution to enhance spectrum usage
proficiency and compensate the growing spectrum scarcity for wireless multimedia …