Browsing Information Intelligence by Author "Unal, Devrim"
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Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing
Elgendy, Ibrahim A.; Muthanna, Ammar; Hammoudeh, Mohammad; Shaiba, Hadil; Unal, Devrim; Khayyat, Mashael... more authors ... less authors ( Mary Ann Liebert Inc. , 2021 , Article)The Internet of Things (IoT) is permeating our daily lives through continuous environmental monitoring and data collection. The promise of low latency communication, enhanced security, and efficient bandwidth utilization ... -
Cybersecurity for next generation healthcare in Qatar
Zubair, Mohammad; Unal, Devrim; Al-Ali, Abdulla; Reimann, Thomas; Alinier, Guillaume ( Hamad bin Khalifa University Press (HBKU Press) , 2021 , Article)Background: IoMT (Internet of Medical Things) devices (often referred to IoMT domain) have the potential to quickly diagnose and monitor patients outside the hospital by transmitting information through the cloud domain ... -
Fuzzy Identification-Based Encryption for healthcare user face authentication
Aggarwal, Mahima; Zubair, Mohammed; Unal, Devrim; Al-Ali, Abdulla; Reimann, Thomas; Alinier, Guillaume... more authors ... less authors ( Hamad bin Khalifa University Press (HBKU Press) , 2022 , Article)Background: Internet of Medical Things (IOMT) has the potential to monitor health continuously and in real-time. One of the main issues that arise in IOMT is how securely the data can be transmitted to the clinical team. ... -
Integration of federated machine learning and blockchain for the provision of secure big data analytics for Internet of Things
Unal, Devrim; Hammoudeh, Mohammad; Khan, Muhammad Asif; Abuarqoub, Abdelrahman; Epiphaniou, Gregory; Hamila, Ridha... more authors ... less authors ( Elsevier , 2021 , Article)Big data enables the optimization of complex supply chains through Machine Learning (ML)-based data analytics. However, data analytics comes with challenges such as the loss of control and privacy leading to increased risk ... -
Lightweight KPABE Architecture Enabled in Mesh Networked Resource-Constrained IoT Devices
Hijawi, Ula; Unal, Devrim; Hamila, Ridha; Gastli, Adel; Ellabban, Omar ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Internet of Things (IoT) environments are widely employed in industrial applications including intelligent transportation systems, healthcare systems, and building energy management systems. For such environments of highly ... -
Performance Evaluation of No-Pairing ECC-Based KPABE on IoT Platforms
Hijawi, Ula; Unal, Devrim; Hamila, Ridha; Gastli, Adel; Ellabban, Omar ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Internet of Things (IoT) networks operating in lightweight resource-constrained devices have been growing constantly in a wide range of areas. Such networks collect sensitive information over time that represent the users' ... -
Qatar Green Schools Initiative: Energy Management System with Cost-Efficient and Lightweight Networked IoT
Hijawi, Ula; Gastli, Adel; Hamila, Ridha; Ellabban, Omar; Unal, Devrim ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)With the growing need of developing real-time energy management and automation systems, building energy efficiency is of large focus in recent research. In particular, school buildings require special attention to occupants' ... -
Secure Bluetooth Communication in Smart Healthcare Systems: A Novel Community Dataset and Intrusion Detection System
Zubair, Mohammed; Ghubaish, Ali; Unal, Devrim; Al-Ali, Abdulla; Reimann, Thomas; Alinier, Guillaume; Hammoudeh, Mohammad; Qadir, Junaid... more authors ... less authors ( MDPI , 2022 , Article)Smart health presents an ever-expanding attack surface due to the continuous adoption of a broad variety of Internet of Medical Things (IoMT) devices and applications. IoMT is a common approach to smart city solutions that ...