Efficient depth map compression exploiting correlation with texture data in multiresolution predictive image coders. - Khouloud Samrouth; Olivier Déforges; Yi Liu 004; François Pasteau; Mohamad Khalil; Wassim El Falou (ICME Workshops, 2013)

Low complexity RDO model for locally subjective quality enhancement in LAR coder. - Yi Liu 004; Olivier Déforges; François Pasteau; Khouloud Samrouth (ICSIPA, 2013)

Quality constraint and rate-distortion optimization for predictive image coders. - Khouloud Samrouth; François Pasteau; Olivier Déforges (Image Processing: Algorithms and Systems, 2013)

A joint 3D image semantic segmentation and scalable coding scheme with ROI approach. - Khouloud Samrouth; Olivier Déforges; Yi Liu 004; Wassim El Falou; Mohamad Khalil (VCIP, 2014)

Représentation et compression à haut niveau sémantique d'images 3D. (Representation and compression at high semantic level of 3D images). - Khouloud Samrouth (2014)

LAR-LLC: A Low-Complexity Multiresolution Lossless Image Codec. - Yi Liu 004; Olivier Déforges; Khouloud Samrouth (IEEE Trans. Circuits Syst. Video Technol., 2016)

Autofocus on Depth of Interest for 3D Image Coding. - Khouloud Samrouth; Olivier Déforges; Yi Liu 004; Mohamad Khalil; Wassim El Falou (J. Electr. Comput. Eng., 2017)

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 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)

Optimization of DeepFake Video Detection Using Image Preprocessing. - Ali Berjawi; Khouloud Samrouth; Olivier Déforges (ACTEA, 2023)

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

Survey on IoT Multi-Factor Authentication Protocols: A Systematic Literature Review. - Zein Al-Abidin Mohammad Fneish; Mohammad El-Hajj 001; Khouloud Samrouth (ISDFS, 2023)

IEWS: a Free Open Source Intelligent Early Warning System Based on Machine Learning. - Abdulrahman A. El Tawil; Khouloud Samrouth (ISDFS, 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)

Adaptive Fall Detection Using WiFi CSI for Unseen Environments and New Individuals. - Israa Bayad; Sandy Mahfouz; Khouloud Samrouth; Farah Mourad-Chehade; Hassan Amoud (MeMeA, 2025)

Detecting Malicious Artificial Congestion in Connected Cars Environment. - Ali El Attar; Mohammad Ali Awali; Rida Khatoun; Makram Hatoum; Khouloud Samrouth (MENACOMM, 2025)

Securing Networks Against ICMP Covert Channels: Detection and Countermeasures. - Giovanni Kaddissi; Makram W. Hatoum; Khouloud Samrouth; Ali El Attar (MENACOMM, 2025)

Empirical Dataset Generation for AI-Optimized IoT Infrastructure Placement. - Fayad Taleb; Georgios Bouloukakis; Khouloud Samrouth; Houssam Hajj Hassan (MENACOMM, 2025)

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

Siamese Network-Based Detection of Deepfake Impersonation Attacks with a Person of Interest Approach. - Khouloud Samrouth; Pia El Housseini; Olivier Déforges (ACM Trans. Multim. Comput. Commun. Appl., 2025)

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