Browsing by Author "Unal, Devrim"
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Security concerns on machine learning solutions for 6G networks in mmWave beam prediction
Catak, Ferhat Ozgur; Kuzlu, Murat; Catak, Evren; Cali, Umit; Unal, Devrim ( Elsevier B.V. , 2022 , Article)6G – sixth generation – is the latest cellular technology currently under development for wireless communication systems. In recent years, machine learning (ML) algorithms have been applied widely in various fields, such ... -
A Testbed Implementation of a Biometric Identity-Based Encryption for IoMT-enabled Healthcare System
Aggarwal, Mahima; Zubair, Mohammed; Unal, Devrim; Al-Ali, Abdulla; Reimann, Thomas; Alinier, Guillaume... more authors ... less authors ( Association for Computing Machinery , 2021 , Conference Paper)Historically, health data was stored locally on the hospital's server as patient health records, and we had to rely on the planned check-up during doctor's visits. Now, we can monitor health continuously and in real-time. ... -
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach
Mudassir, Mohammed; Bennbaia, Shada; Unal, Devrim; Hammoudeh, Mohammad ( Springer , 2020 , Article)© 2020, Springer-Verlag London Ltd., part of Springer Nature. Bitcoin is a decentralized cryptocurrency, which is a type of digital asset that provides the basis for peer-to-peer financial transactions based on blockchain ... -
Towards robust autonomous driving systems through adversarial test set generation
Unal, Devrim; Catak, Ferhat Ozgur; Houkan, Mohammad Talal; Mudassir, Mohammed; Hammoudeh, Mohammad ( ISA - Instrumentation, Systems, and Automation Society , 2023 , Article)Correct environmental perception of objects on the road is vital for the safety of autonomous driving. Making appropriate decisions by the autonomous driving algorithm could be hindered by data perturbations and more ...