Mounia Hamidouche

According to our database, Mounia Hamidouche authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Real-time Threat Detection Strategies for Resource-constrained Devices.

Mounia Hamidouche, Biniam Fisseha Demissie, Bilel Cherif

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023

Enhancing IoT Security via Automatic Network Traffic Analysis: The Transition from Machine Learning to Deep Learning.

Mounia Hamidouche, Eugeny Popko, Bassem Ouni

Proceedings of the 13th International Conference on the Internet of Things, 2023

2022

White-box Membership Attack Against Machine Learning Based Retinopathy Classification.

Mounia Hamidouche, Reda Bellafqira, Gwenolé Quellec, Gouenou Coatrieux

CoRR, 2022

2021

Graphs as Tools to Improve Deep Learning Methods.

Carlos Lassance, Myriam Bontonou, Mounia Hamidouche, Bastien Pasdeloup, Lucas Drumetz, Vincent Gripon

CoRR, 2021

Improving Classification Accuracy With Graph Filtering.

Mounia Hamidouche, Carlos Lassance, Yuqing Hu, Lucas Drumetz, Bastien Pasdeloup, Vincent Gripon

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Ranking Deep Learning Generalization using Label Variation in Latent Geometry Graphs.

Carlos Lassance, Louis Béthune, Myriam Bontonou, Mounia Hamidouche, Vincent Gripon

CoRR, 2020

2019

Spectral bounds of the regularized normalized Laplacian for random geometric graphs.

Mounia Hamidouche, Laura Cottatellucci, Konstantin Avrachenkov

CoRR, 2019

Eigenvalues and Spectral Dimension of Random Geometric Graphs in Thermodynamic Regime.

Konstantin Avrachenkov, Laura Cottatellucci, Mounia Hamidouche

Proceedings of the Complex Networks and Their Applications VIII, 2019

Spectral Analysis of the Adjacency Matrix of Random Geometric Graphs.

Mounia Hamidouche, Laura Cottatellucci, Konstantin Avrachenkov

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2017

Downlink performance of dense antenna deployment: To distribute or concentrate?

Mounia Hamidouche, Ejder Bastug, Jihong Park, Laura Cottatellucci, Mérouane Debbah

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017