Publicaciones

• Communication dans un congrès

Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens

Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique

Machine Learning (ML) architectures have been applied to several applications that involve sensitive data, where a guarantee of users' data privacy is required. Differentially Private Stochastic Gradient Descent (DPSGD) is the state-of-the-art method to train privacy-preserving models. However...

International Joint Conference on Neural Networks (IJCNN 2023), Jun 2023, Gold Coast, Australia. ⟨10.1109/IJCNN54540.2023.10191743⟩. ⟨hal-04202435⟩

• Article dans une revue

An LSTM-Based Network Slicing Classification Future Predictive Framework for Optimized Resource Allocation in C-V2X

Mohammed Salah Abood, Hua Wang, Dongxuan He, Maha Fathy, Sami Abduljabbar Rashid, Mohammad Alibakhshikenari, Bal Virdee, Salahuddin Khan, Giovanni Pau, Iyad Dayoub, Patrizia Livreri, Taha Elwi

With the advent of 5G communication networks, many novel areas of research have emerged and the spectrum of communicating objects has been diversified. Network Function Virtualization (NFV), and Software Defined Networking (SDN), are the two broader areas that are tremendously being explored to...

IEEE Access, 2023, 11, pp.129300-129310. ⟨10.1109/ACCESS.2023.3332225⟩. ⟨hal-04369688⟩

• Article dans une revue

High-field 1/f noise in hBN-encapsulated graphene transistors

A. Schmitt, D. Mele, Michael Rosticher, T. Taniguchi, K. Watanabe, C. Maestre, C. Journet, V. Garnier, Gwendal Fève, J. Berroir, Christophe Voisin, B. Plaçais, Emmanuel Baudin

Low-frequency 1/f noise in electronics is a conductance fluctuation, that has been expressed in terms of a mobility ”α-noise” by Hooge and Kleinpenning. Understanding this noise in graphene is a key towards high-performance electronics. Early investigations in diffusive graphene have pointed out a...

Physical Review B, 2023, 107 (16), pp.L161104. ⟨10.1103/PhysRevB.107.L161104⟩. ⟨hal-04086406⟩

• Article dans une revue

Higher-order mode filtering by a resistive layer

Svetlana Kuznetsova, Yves Aurégan, Vincent Pagneux

A method for filtering higher-order acoustic modes using a resistive layer is proposed and applied to a two-dimensional rectangular waveguide with a quiescent fluid. An analogue of Cremer's criterion is discussed and used to obtain the optimal modal attenuation of the non-planar waves while...

JASA Express Letters, 2023, 3 (10), ⟨10.1121/10.0021283⟩. ⟨hal-04249215⟩

• Communication dans un congrès

Light and Efficient Authentication Mechanism for Connected Vehicles Using Unsupervised Detection

Ramzi Boutahala, Hacène Fouchal, Marwane Ayaida, Shiwen Mao

IEEE International Conference on Communications (ICC), 2023, Rome, Italy. pp.329-333, ⟨10.1109/ICC45041.2023.10279812⟩. ⟨hal-04297399⟩

• Pré-publication, Document de travail

A vision transformer-based framework for knowledge transfer from multi-modal to mono-modal lymphoma subtyping models, Un framework basé sur le vision transformer pour le transfert de connaissance multi-modal vers mono-modal de modèles de sous-typage de lymphome.

Bilel Guetarni, Feryal Windal, Halim Benhabiles, Marianne Petit, Romain Dubois, Emmanuelle Leteurtre, Dominique Collard

Determining lymphoma subtypes is a crucial step for better patient treatment targeting to potentially increase their survival chances. In this context, the existing gold standard diagnosis method, which relies on gene expression technology, is highly expensive and time-consuming, making it less...

2024. ⟨hal-04456283⟩

• Article dans une revue

Homo-epitaxial growth of LiNbO3 thin films by Pulsed Laser deposition

Laura Sauze, Nicolas Vaxelaire, Roselyne Templier, Denis Rouchon, François Pierre, Cyril Guedj, Denis Remiens, Guillaume Rodriguez, Marie Bousquet, Florian Dupont

With the deployment of the 5th Generation of mobile applications (5G), the performances of radio-frequency (RF) filters are pushed to their limits. Highly crystalline piezoelectric materials with an electromechanical coupling coefficient higher than aluminium nitride are of high interest. Lithium...

Journal of Crystal Growth, 2023, 601, pp.126950. ⟨10.1016/j.jcrysgro.2022.126950⟩. ⟨hal-03862259⟩

• Communication dans un congrès

THz topological Waveguides in 600 GHz frequency Region

Abdu Subahan Mohamed, Edouard Lebouvier, Gaëtan Lévêque, Yan Pennec, Marc Faucher, Alberto Amo, Pascal Szriftgiser, Guillaume Ducournau

We experimentally demonstrate a silicon-based valley photonic crystal (VPC) waveguide for the 590-620 GHz frequency region. We specifically conduct measurements on the transmission and group delay for normal silicon waveguides and Valley photonic crystal waveguides and state that topological valley...

2023 48th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), Sep 2023, Montreal, Canada. ⟨10.1109/IRMMW-THz57677.2023.10298871⟩. ⟨hal-04277479⟩

• Communication dans un congrès

[Invited] Propagation of Elastic Waves in Randomly Distributed Pillars on Metamaterial Phononic Plate

Y. Pennec, L. Carpentier, R. Cai, Y. Jin, A. Noual, B. Djafari-Rouhani, T. Deletang, B. Bonello

PHONONICS 2023: 6th International Conference on Phononic Crystals/Metamaterials/Metasurfaces, Phonon Transport, and Topological Phononics, Jun 2023, Manchester (UK), United Kingdom. ⟨hal-04374333⟩

• Article dans une revue

Fabrication of silicon nitride membrane nanoelectromechanical resonator

Hao Xu, Srisaran Venkatachalam, Christophe Boyaval, Pascal Tilmant, Francois Vaurette, Yves Deblock, Didier Theron, Xin Zhou

In this work, we present details of the nanofabrication process for achieving a silicon nitride nanoelectromechanical resonator, consisting of a membrane covered with a thin aluminium layer capacitively coupled to a suspended top gate. Critical nanofabrication steps have been discussed, including...

Microelectronic Engineering, 2023, 280, pp.112064. ⟨10.1016/j.mee.2023.112064⟩. ⟨hal-04172152⟩