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Sana Ben Hamida

Assessment of data augmentation, dropout with L2 Regularization and differential privacy against membership inference attacks
2023 · Sana Ben Hamida, Hichem Mrabet, et al. · Multimedia Tools and Applications · 23
Towards Securing Machine Learning Models Against Membership Inference Attacks
2021 · Sana Ben Hamida, Hichem Mrabet, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 14
The influence of dropout and residual connection against membership inference attacks on transformer model: a neuro generative disease case study
2023 · Sameh Ben Hamida, Sana Ben Hamida, et al. · Multimedia Tools and Applications · 9
The Pedagogical Innovation Serving Technological Education
2016 · Sameh Ben Hamida, Alia Maaloul, et al. · Creative Education · 8
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How Differential Privacy Reinforces Privacy of Machine Learning Models?
2022 · Sana Ben Hamida, Hichem Mrabet, et al. · Communications in computer and information science · 7
Metaheuristic Resource Allocation Strategy for Cluster Based 6G Industrial Applications
2021 · Sana Ben Hamida, Hichem Mrabet, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 3
Evolutionary Algorithms as Advanced Machine Learning Techniques — Applications and Scaling for Large Data Sets
2024 · Ben Hamida, Sana · HAL
Reinforcement of the privacy of machine learning models against membership inference attack
2024 · Ben Hamida, Sana, Jemai, Abderrazak · Tunisian Scientific and Technical Information Portal
An Elastic Model for Virtual Computing Labs Using Timed Petri Nets
2023 · Walid Louhichi, Sana Ben Hamida, et al. · Lecture notes in networks and systems
Utilisation des propriétés électromagnétiques en sécurité des réseaux sans fil
2012 · Sana Ben Hamida · theses.fr (ABES)
Works count: 10
Citation count: 64
H-index: 5
I10-index: 2
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