A review of privacy-preserving techniques for deep learning A Boulemtafes, A Derhab, Y Challal Neurocomputing 384, 21-45, 2020 | 228 | 2020 |
Design of wearable health monitoring systems: An overview of techniques and technologies A Boulemtafes, N Badache mHealth Ecosystems and Social Networks in Healthcare, 79-94, 2016 | 27 | 2016 |
Privacy-preserving deep learning for pervasive health monitoring: a study of environment requirements and existing solutions adequacy A Boulemtafes, A Derhab, Y Challal Health and technology 12 (2), 285-304, 2022 | 13 | 2022 |
A study of mobility support in wearable health monitoring systems: Design framework A Boulemtafes, A Rachedi, N Badache 2015 IEEE/ACS 12th International Conference of Computer Systems and …, 2015 | 12 | 2015 |
Deep learning in pervasive health monitoring, design goals, applications, and architectures: An overview and a brief synthesis A Boulemtafes, H Khemissa, MS Derki, A Amira, N Djedjig Smart Health 22, 100221, 2021 | 10 | 2021 |
Wearable health monitoring systems: an overview of design research areas A Boulemtafes, N Badache mHealth ecosystems and social networks in healthcare, 17-27, 2016 | 6 | 2016 |
PReDIHERO–Privacy-Preserving Remote Deep Learning Inference based on Homomorphic Encryption and Reversible Obfuscation for Enhanced Client-side Overhead in Pervasive Health … A Boulemtafes, A Derhab, NAA Braham, Y Challal 2021 IEEE/ACS 18th International Conference on Computer Systems and …, 2022 | 5 | 2022 |
Privacy-preserving remote deep-learning-based inference under constrained client-side environment A Boulemtafes, A Derhab, N Ait Ali Braham, Y Challal Journal of Ambient Intelligence and Humanized Computing, 1-14, 2023 | 4 | 2023 |
Sensing Platforms for Prototyping and Experimenting Wearable Continuous Health Monitoring Systems: A Quick Starter Point Guide A Boulemtafes, N Badache Incorporating the Internet of Things in Healthcare Applications and Wearable …, 2020 | 3 | 2020 |
Investigating Security and Privacy Concerns in Deep-Learning-based Pervasive Health Monitoring Architectures A Boulemtafes, A Amira, MS Derki, S Hadjar 2023 5th International Conference on Pattern Analysis and Intelligent …, 2023 | | 2023 |
PRIviLY: Private Remote Inference over fulLY connected deep networks for pervasive health monitoring with constrained client-side A Boulemtafes, A Derhab, Y Challal Journal of Information Security and Applications 77, 103552, 2023 | | 2023 |
Towards a Community-Based Mobile Nearby Assistance Solution: Framework and First Prototype A Boulemtafes, D Hamidouche, C Zatout, C Benzaid, N Badache | | 2017 |
Mobilité contextuelle dans un système de surveillance médicale à distance A Boulemtafes, N Badache Université Abderrahmane Mira-Bejaia, 2016 | | 2016 |