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A survey of modern deep learning based object detection models
(Elsevier, 2022-06-30)
Object Detection is the task of classification and localization of objects in an image or video. It has gained prominence in recent years due to its widespread applications. This article surveys recent developments in deep ...
Zero-padding and spatial augmentation-based gas sensor node optimization approach in resource-constrained 6G-IoT paradigm
(MDPI, 2022-04-15)
Ultra-low-power is a key performance indicator in 6G-IoT ecosystems. Sensor nodes in this eco-system are also capable of running light-weight artificial intelligence (AI) models. In this work, we have achieved high performance ...
Optimization of Ethereum transaction and block delivery performance
(2022)
Blockchain is a type of distributed ledger. It is a chain of blocks. Each block contains a series of transactions. Each transaction
is for a value transfer or a smart contract execution. The main purpose of the blockchain ...
CARM: a blockchain-based content quality assessment and rewarding mechanism
(Technological University of the Shannon Midlands Midwest, 2022)
Research has identified a gab in contemporary content
creation practices around content quality as well as other
variables such as content authenticity. To fill this gab, this
study proposes CARM, a Content Quality ...
Joint crypto-blockchain scheme for trust-enabled CCTC video sharing
(Technological University of the Shannon Midlands Midwest, 2022-01)
Does the selective encryption serve the purpose of Data Protection
Regulation compliant privacy protection of monitored individuals by
CCTV cameras?
What information can be helpful for the validation of visual data
using ...
An ensemble machine learning method for microplastics identification with FTIR spectrum
(Elsevier, 2022-06-20)
Microplastics (MPs) (size < 5 mm) marine pollution have been investigated and monitored by many researchers
and found in many coasts around the world. These toxic chemicals make their way into human diet through food ...
Low computational complexity for optimizing energy efficiency in Mm-wave hybrid precoding system for 5G
(IEEE, 2022-01-13)
Millimeter-wave (mm-wave) communication is the spectral frontier to meet the anticipated
significant volume of high data traffic processing in next-generation systems. The primary challenges in
mm-wave can be overcome ...
Discrete event simulation of a multi robot pick and place system for reinforcement learning research
(Technological University of the Shannon Midlands Midwest, 2022-01)
This poster described a implementation of simulation environment for a Pick and
Place conveyer belt for multi robot system based on the Gym library to be used to
train Reinforcement Learning agents - see figure below. ...
SoK: context and risk aware access control for zero trust systems
(Wiley/Hindawi, 2022-06-30)
Evolving computing technologies such as cloud, edge computing, and the Internet of )ings (IoT) are creating a more complex,
dispersed, and dynamic enterprise operational environment. New security enterprise architectures ...
Anomalous distributed traffic: detecting cyber security attacks amongst microservices using graph convolutional networks
(Elsevier, 2022-04-22)
Currently, microservices are trending as the most popular software application design architecture. Software organisations are also being targeted by more cyber-attacks every day and newer security measures are in high ...