Browsing by Author "Al-Fuqaha, Ala"
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Budgeted online selection of candidate iot clients to participate in federated learning
Mohammed, Ihab; Tabatabai, Shadha; Al-Fuqaha, Ala; Bouanani, Faissal El; Qadir, Junaid; Qolomany, Basheer; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Machine learning (ML), and deep learning (DL) in particular, play a vital role in providing smart services to the industry. These techniques, however, suffer from privacy and security concerns since data are collected from ... -
Trust-Based Cloud Machine Learning Model Selection for Industrial IoT and Smart City Services
Qolomany, Basheer; Mohammed, Ihab; Al-Fuqaha, Ala; Guizani, Mohsen; Qadir, Junaid ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)With machine learning (ML) services now used in a number of mission-critical human-facing domains, ensuring the integrity and trustworthiness of ML models becomes all important. In this work, we consider the paradigm where ...