Light Field Image Compression Based on Convolutional Neural Networks and Linear Approximation. - Nader Bakir; Wassim Hamidouche; Olivier Déforges; Khouloud Samrouth; Mohamad Khalil (ICIP, 2018)

RDO-Based Light Field Image Coding Using Convolutional Neural Networks and Linear Approximation. - Nader Bakir; Wassim Hamidouche; Olivier Déforges; Khouloud Samrouth; Sid Ahmed Fezza; Mohamad Khalil (DCC, 2019)

Subjective Evaluation of Light Field Image Compression Methods based on View Synthesis. - Nader Bakir; Sid Ahmed Fezza; Wassim Hamidouche; Khouloud Samrouth; Olivier Déforges (EUSIPCO, 2019)

Light Field Image Coding Using Dual Discriminator Generative Adversarial Network And VVC Temporal Scalability. - Nader Bakir; Wassim Hamidouche; Sid Ahmed Fezza; Khouloud Samrouth; Olivier Déforges (ICME, 2020)

Light Field Image and Video Compression. (Compression d'images et de vidéos Light Field). - Nader Bakir (2020)

Light Field Image Coding Using VVC Standard and View Synthesis Based on Dual Discriminator GAN. - Nader Bakir; Wassim Hamidouche; Sid Ahmed Fezza; Khouloud Samrouth; Olivier Déforges (IEEE Trans. Multim., 2021)

PSO-GA-based Federated Learning for Predicting Energy Consumption in Smart Buildings. - Nader Bakir; Ahmad Samrouth; Khouloud Samrouth (ICM, 2023)

Towards Secure Federated Learning: Enhancing Privacy and Robustness in Decentralized AI Systems. - Rony Louis; Nader Bakir; Khouloud Samrouth; Vadim Pak (ICCA, 2024)

Ensemble Learning Model for Face Swap Detection. - Khouloud Samrouth; Nicolas Beuve; Olivier Déforges; Nader Bakir; Wassim Hamidouche (ISDFS, 2024)

Dual CNN for photovoltaic electroluminescence images microcrack detection. - Khouloud Samrouth; Souha Nazir; Nader Bakir; Nadine Khodor (Array, 2025)

A survey on malware attacks in industrial air-gap systems. - Md Asdaque Hussain; Khouloud Samrouth; Nader Bakir (Int. J. Inf. Sec., 2025)