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Social IoT Approach to Cyber Defense of a Deep-Learning-Based Recognition System in front of Media Clones Generated by Model Inversion Attack
(IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023)
Model inversion attack (MIA) is a cyber threat with an increasing alert even for deep-learning-based recognition systems (DLRSs). By targeting a DLRS under a scenario of attacker access to the model structure and parameters, ...
iSocialDrone: QoS aware MQTT middleware for social internet of drone things in 6G-SDN slice
(Springer Science and Business Media Deutschland GmbH, 2023)
The Internet of Things (IoT) paradigm is a predominant research domain for smart cities, smart villages, society, and industry 4.0. The introduction of Unmanned Aircraft Systems (UAS) in an ultra-low latency network with ...
An intelligent edge enabled 6G-flying ad-hoc network ecosystem for precision agriculture
(Expert Systems, 2023)
Unmanned aerial vehicle based precision agriculture is a predominant research area. The modern flying ad-hoc network leverages the advanced low latency vehicular communication and intelligent computing paradigms that help ...
Energy harvesting IoT devices for sports person health monitoring
(Springer Science and Business Media Deutschland GmbH, 2023)
Presently, the continuous monitoring of complex activities is valuable for understanding human health behavior and providing activity-aware services. At the same time, recognizing these health activities requires both ...
Plantar pressure image classification employing residual-network model-based conditional generative adversarial networks: a comparison of normal, planus, and talipes equinovarus feet
(Springer Science and Business Media Deutschland GmbH, 2023)
The number of deep learning (DL) layers increases, and following the performance of computing nodes improvement, the output accuracy of deep neural networks (DNN) faces a bottleneck problem. The resident network (RN) based ...
A non-linear multi-objective technique for hybrid peer-to-peer communication
(Information Sciences, 2023)
This work proposes a strategy management technique based on hybrid peer-to-peer communication system. The main techniques used in the P2PC are: (i) Multi-objective optimization, (ii) Game theory technique, (iii) Non-linear ...
Blockchain-Based Medical Certificate Generation and Verification for IoT-Based Healthcare Systems
(IEEE Consumer Electronics Magazine, 2023)
Nowadays, medical certificates are very important for many users as they want to avail health benefits like tax purposes, insurance claims, legal procedures, and many more. Generating, issuing, and maintaining medical ...
DisastDrone: A Disaster Aware Consumer Internet of Drone Things System in Ultra-Low Latent 6G Network
(IEEE Transactions on Consumer Electronics, 2023)
Internet of Things application in disaster responses and management is a predominant research domain. The introduction of the consumer drones, flying ad-hoc networks, low latency 5G, and beyond 5G produce significant ...
EHDHE: Enhancing security of healthcare documents in IoT-enabled digital healthcare ecosystems using blockchain
(Information Sciences, 2023)
Nowadays, blockchain technology is one of the advanced technologies to ensure the security of users' sensitive or confidential data. Blockchain technology plays a vital role in various appli-cations like artificial ...
Hybrid bat-grasshopper and bat-modified multiverse optimization for solar photovoltaics maximum power generation
(Computers and Electrical Engineering, 2023)
A hybrid BAT with Grasshopper (GH) algorithm and BAT-MMVO (Modified Multiverse Optimization) are exhibited for harvesting maximum power from photovoltaics (PV) using the Xilinx System Generator (XSG) implanted controller. ...