Khouloud Samrouth

According to our database, Khouloud Samrouth authored at least 25 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A survey on malware attacks in industrial air-gap systems.

Md Asdaque Hussain, Khouloud Samrouth, Nader Bakir

Int. J. Inf. Sec., June, 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., March, 2025

Dual CNN for photovoltaic electroluminescence images microcrack detection.

Khouloud Samrouth, Souha Nazir, Nader Bakir, Nadine Khodor

Array, 2025

Empirical Dataset Generation for AI-Optimized IoT Infrastructure Placement.

Fayad Taleb, Georgios Bouloukakis, Khouloud Samrouth, Houssam Hajj Hassan

Proceedings of the 5th IEEE Middle East and North Africa Communications Conference, 2025

Securing Networks Against ICMP Covert Channels: Detection and Countermeasures.

Giovanni Kaddissi, Makram W. Hatoum, Khouloud Samrouth, Ali El Attar

Proceedings of the 5th IEEE Middle East and North Africa Communications Conference, 2025

Detecting Malicious Artificial Congestion in Connected Cars Environment.

Ali El Attar, Mohammad Ali Awali, Rida Khatoun, Makram Hatoum, Khouloud Samrouth

Proceedings of the 5th IEEE Middle East and North Africa Communications Conference, 2025

Adaptive Fall Detection Using WiFi CSI for Unseen Environments and New Individuals.

Israa Bayad, Sandy Mahfouz, Khouloud Samrouth, Farah Mourad-Chehade, Hassan Amoud

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2025

2024

Ensemble Learning Model for Face Swap Detection.

Khouloud Samrouth, Nicolas Beuve, Olivier Déforges, Nader Bakir, Wassim Hamidouche

Proceedings of the 12th International Symposium on Digital Forensics and Security, 2024

Towards Secure Federated Learning: Enhancing Privacy and Robustness in Decentralized AI Systems.

Rony Louis, Nader Bakir, Khouloud Samrouth, Vadim Pak

Proceedings of the International Conference on Computer and Applications, 2024

2023

IEWS: a Free Open Source Intelligent Early Warning System Based on Machine Learning.

Abdulrahman A. El Tawil, Khouloud Samrouth

Proceedings of the 11th International Symposium on Digital Forensics and Security, 2023

Survey on IoT Multi-Factor Authentication Protocols: A Systematic Literature Review.

Zein Al-Abidin Mohammad Fneish, Mohammad El-Hajj, Khouloud Samrouth

Proceedings of the 11th International Symposium on Digital Forensics and Security, 2023

PSO-GA-based Federated Learning for Predicting Energy Consumption in Smart Buildings.

Nader Bakir, Ahmad Samrouth, Khouloud Samrouth

Proceedings of the International Conference on Microelectronics, 2023

Optimization of DeepFake Video Detection Using Image Preprocessing.

Ali Berjawi, Khouloud Samrouth, Olivier Déforges

Proceedings of the Fifth International Conference on Advances in Computational Tools for Engineering Applications, 2023

2021

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

2020

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

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019

Subjective Evaluation of Light Field Image Compression Methods based on View Synthesis.

Nader Bakir, Sid Ahmed Fezza, Wassim Hamidouche, Khouloud Samrouth, Olivier Déforges

Proceedings of the 27th European Signal Processing Conference, 2019

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

Proceedings of the Data Compression Conference, 2019

2018

Light Field Image Compression Based on Convolutional Neural Networks and Linear Approximation.

Nader Bakir, Wassim Hamidouche, Olivier Déforges, Khouloud Samrouth, Mohamad Khalil

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Autofocus on Depth of Interest for 3D Image Coding.

Khouloud Samrouth, Olivier Déforges, Yi Liu, Mohamad Khalil, Wassim El Falou

J. Electr. Comput. Eng., 2017

2016

LAR-LLC: A Low-Complexity Multiresolution Lossless Image Codec.

Yi Liu, Olivier Déforges, Khouloud Samrouth

IEEE Trans. Circuits Syst. Video Technol., 2016

2014

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

Khouloud Samrouth

PhD thesis, 2014

A joint 3D image semantic segmentation and scalable coding scheme with ROI approach.

Khouloud Samrouth, Olivier Déforges, Yi Liu, Wassim El Falou, Mohamad Khalil

Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

2013

Quality constraint and rate-distortion optimization for predictive image coders.

Khouloud Samrouth, François Pasteau, Olivier Déforges

Proceedings of the Image Processing: Algorithms and Systems XI, 2013

Low complexity RDO model for locally subjective quality enhancement in LAR coder.

Yi Liu, Olivier Déforges, François Pasteau, Khouloud Samrouth

Proceedings of the 2013 IEEE International Conference on Signal and Image Processing Applications, 2013

Efficient depth map compression exploiting correlation with texture data in multiresolution predictive image coders.

Khouloud Samrouth, Olivier Déforges, Yi Liu, François Pasteau, Mohamad Khalil, Wassim El Falou

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013