Browsing Articles - Software Research Institute by Author "Technological University of the Shannon Midlands Midwest"
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Anomalous distributed traffic: detecting cyber security attacks amongst microservices using graph convolutional networks
Jacob, Stephen; Qiao, Yuansong; Ye, Yuhang; Lee, Brian (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 ... -
An ensemble machine learning method for microplastics identification with FTIR spectrum
Yan, Xinyu; Cao, Zhi; Murphy, Alan; Qiao, Yuansong (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
Salh, Adeb; Audah, Lukman; Abdullah, Qazwan; Aydoğdu, Ömer; Alhartomi, Mohammed A.; Alsamhi, Saeed Hamood; Almalki, Faris A.; Shah, Nor Shahida M. (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 ... -
SoK: context and risk aware access control for zero trust systems
Xiao, Shiyn; Ye, Yuhang; Kanwal, Nadia; Newe, Thomas; Lee, Brian (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 ... -
A survey of modern deep learning based object detection models
Zaidi, Syed Sahil Abbas; Ansari, Mohammad Samar; Aslam, Asra; Kanwal, Nadia; Ashgar, Mamoona; Lee, Brian (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 ... -
Survey on unmanned aerial vehicle for Mars exploration: deployment use case
Sharma, Manjula; Gupta, Akshita; Gupta, Sachin Kumar; Alsami, Saeed Hamood (MDPI, 2021-12-22)In recent years, the area of Unmanned Aerial Vehicles (UAVs) has seen rapid growth. There has been a trend to build and produce UAVs that can carry out planetary exploration throughout the past decade. The technology of ...