Downlink performance of dense antenna deployment: To distribute or concentrate? - Mounia Hamidouche; Ejder Bastug; Jihong Park; Laura Cottatellucci; Mérouane Debbah (PIMRC, 2017)

Spectral Analysis of the Adjacency Matrix of Random Geometric Graphs. - Mounia Hamidouche; Laura Cottatellucci; Konstantin Avrachenkov (Allerton, 2019)

Eigenvalues and Spectral Dimension of Random Geometric Graphs in Thermodynamic Regime. - Konstantin Avrachenkov; Laura Cottatellucci; Mounia Hamidouche (COMPLEX NETWORKS (1), 2019)

Spectral bounds of the regularized normalized Laplacian for random geometric graphs. - Mounia Hamidouche; Laura Cottatellucci; Konstantin Avrachenkov (CoRR, 2019)

Ranking Deep Learning Generalization using Label Variation in Latent Geometry Graphs. - Carlos Lassance; Louis Béthune; Myriam Bontonou; Mounia Hamidouche; Vincent Gripon (CoRR, 2020)

Improving Classification Accuracy With Graph Filtering. - Mounia Hamidouche; Carlos Lassance; Yuqing Hu 001; Lucas Drumetz; Bastien Pasdeloup; Vincent Gripon (ICIP, 2021)

Graphs as Tools to Improve Deep Learning Methods. - Carlos Lassance; Myriam Bontonou; Mounia Hamidouche; Bastien Pasdeloup; Lucas Drumetz; Vincent Gripon (CoRR, 2021)

White-box Membership Attack Against Machine Learning Based Retinopathy Classification. - Mounia Hamidouche; Reda Bellafqira; Gwenolé Quellec; Gouenou Coatrieux (CoRR, 2022)

Enhancing IoT Security via Automatic Network Traffic Analysis: The Transition from Machine Learning to Deep Learning. - Mounia Hamidouche; Eugeny Popko; Bassem Ouni (IoT, 2023)

Real-time Threat Detection Strategies for Resource-constrained Devices. - Mounia Hamidouche; Biniam Fisseha Demissie; Bilel Cherif (DCOSS-IoT, 2024)