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ORCIDSafa Ben Atitallah
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2020 – today
- 2024
[c5]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa:
Strengthening Network Intrusion Detection in IoT Environments with Self-supervised Learning and Few Shot Learning. ICCCI (2) 2024: 83-96- [i4]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa:
Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning. CoRR abs/2406.02636 (2024) - 2023
- [j8]Safa Ben Atitallah, Maha Driss
, Henda Ben Ghézala:
FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics. Internet Things 23: 100845 (2023) - [j7]Maha Driss, Wadii Boulila, Haithem Mezni, Mokhtar Sellami, Safa Ben Atitallah, Nouf Alharbi:
An Evidence Theory Based Embedding Model for the Management of Smart Water Environments. Sensors 23(10): 4672 (2023) - [c4]Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala:
Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. KES 2023: 3322-3331 - [i3]Safa Ben Atitallah, Maha Driss, Henda Ben Ghézala:
Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. CoRR abs/2308.14017 (2023) - 2022
- [j6]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala:
Randomly initialized convolutional neural network for the recognition of COVID-19 using X-ray images. Int. J. Imaging Syst. Technol. 32(1): 55-73 (2022) - [j5]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Henda Ben Ghézala:
Fusion of convolutional neural networks based on Dempster-Shafer theory for automatic pneumonia detection from chest X-ray images. Int. J. Imaging Syst. Technol. 32(2): 658-672 (2022) - [j4]Maha Driss, Safa Ben Atitallah, Amal Albalawi, Wadii Boulila:
Req-WSComposer: a novel platform for requirements-driven composition of semantic web services. J. Ambient Intell. Humaniz. Comput. 13(2): 849-865 (2022) - [j3]Haithem Mezni, Maha Driss, Wadii Boulila, Safa Ben Atitallah, Mokhtar Sellami, Nouf Alharbi:
SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water Environments. Remote. Sens. 14(4): 922 (2022) - [j2]Safa Ben Atitallah, Maha Driss, Iman M. Almomani:
A Novel Detection and Multi-Classification Approach for IoT-Malware Using Random Forest Voting of Fine-Tuning Convolutional Neural Networks. Sensors 22(11): 4302 (2022) - [c3]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Iman M. Almomani:
An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority Voting. ICCCI (CCIS Volume) 2022: 180-192 - [c2]Safa Ben Atitallah, Maha Driss, Henda Ben Ghzela:
Microservices for Data Analytics in IoT Applications: Current Solutions, Open Challenges, and Future Research Directions. KES 2022: 3938-3947 - 2021
- [c1]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala:
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagery. KES 2021: 573-581 - [i2]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala:
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery. CoRR abs/2105.04430 (2021) - [i1]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala:
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images. CoRR abs/2105.08199 (2021) - 2020
- [j1]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala:
Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions. Comput. Sci. Rev. 38: 100303 (2020)
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