[HTML][HTML] Securing wireless sensor networks using machine learning and blockchain: A review

S Ismail, DW Dawoud, H Reza - Future Internet, 2023 - mdpi.com
As an Internet of Things (IoT) technological key enabler, Wireless Sensor Networks (WSNs)
are prone to different kinds of cyberattacks. WSNs have unique characteristics, and have …

Reinforcement learning assisted bandwidth aware virtual network resource allocation

P Zhang, Y Su, J Wang, C Jiang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Space-air-ground integration to support seamless coverage of ground, satellite, airborne,
and marine communications, is likely to be a key trend in the 6G era. One of several key …

Intelligent IDS in wireless sensor networks using deep fuzzy convolutional neural network

S Subramani, M Selvi - Neural Computing and Applications, 2023 - Springer
The intrusion detection systems (IDSs) developed based on classification algorithms for
securing wireless sensor networks (WSNs) are unable to attain the required detection …

Secure and optimized intrusion detection scheme using LSTM-MAC principles for underwater wireless sensor networks

S Rajasoundaran, SVNS Kumar, M Selvi… - Wireless …, 2024 - Springer
Abstract Underwater Wireless Sensor Networks (UWSNs) are the type of WSNs that transmit
the data through water medium and monitor the oceanic conditions, water contents, under …

An elliptic curve cryptography based certificate-less signature aggregation scheme for efficient authentication in vehicular ad hoc networks

Y Rajkumar, SVNS Kumar - Wireless Networks, 2024 - Springer
The main advantage of Vehicular Adhoc Networks being an inherent part of Intelligent
Transportation Systems is to ensure the safety and comfort of commuters on the roads. In …

[HTML][HTML] Towards a lightweight security framework using blockchain and machine learning

S Ismail, M Nouman, DW Dawoud, H Reza - Blockchain: Research and …, 2024 - Elsevier
Cyber-attacks pose a significant challenge to the security of Internet of Things (IoT) sensor
networks, necessitating the development of robust countermeasures tailored to their unique …

LAPEP—Lightweight Authentication Protocol with Enhanced Privacy for effective secured communication in vehicular ad-hoc network

S Jayashree, SVN Santhosh Kumar - Wireless Networks, 2024 - Springer
Vehicular ad-hoc network (VANET) plays a vital role in emerging Intelligent Transportation
System (ITS). VANET's deal with the group of network that are designed in ad-hoc model in …

Evolutionary gravitational neocognitron neural network based block chain technology for a secured dynamic optimal routing in wireless sensor networks

R Satheeskumar, B Prakash, S Velliangiri… - … of Experimental & …, 2024 - Taylor & Francis
ABSTRACT In this manuscript, Evolutionary Gravitational Neocognitron Neural-Network-
based Block chain Technology is proposed for a Secured Dynamic Optimal Routing in …

Secure and energy-aware data transmission for IoT-WSNs with the help of cluster-based secure optimal routing

V Verma, VK Jha - Wireless Personal Communications, 2024 - Springer
In a variety of applications like military, healthcare, and industrial monitoring, Internet of
Things (IoT) centered Wireless Sensor Networks (WSNs) are broadly utilized. The data is …

[PDF][PDF] Machine learning-based decision support framework for CBRN protection

T Kegyes, Z Süle, J Abonyi - Heliyon, 2024 - cell.com
Detecting chemical, biological, radiological and nuclear (CBRN) incidents is a high priority
task and has been a topic of intensive research for decades. Ongoing technological, data …