Khouloud Samrouth

28 papers A 1B 2C 2Journal 7Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Autosecagent: a semi-automated AI-driven penetration testing framework through recursive memory and real-time RAG. J. Supercomput. Abdallah E. Al Sabbagh, Eddy Abdo, Khouloud Samrouth, Ahmad A. A. Alkhatib, Mahmoud Elkhodr
2026	—	`conf`	Technical Framework for Combating Deepfake Identity Fraud in E-Government Services. ISDFS Elie Hanna, Ezzeddine Abou Zahr, Khouloud Samrouth, Nader Bakir
2025	J	`jnl`	A survey on malware attacks in industrial air-gap systems. Int. J. Inf. Sec. Md. Asdaque Hussain, Khouloud Samrouth, Nader Bakir
2025	C	`conf`	Adaptive Client Selection For MRI Reconstruction in Federated Learning. ISNCC Samira Al Kassar, Nader Bakir, Khouloud Samrouth, Maya Dawood, Rida El Chall
2025	—	`conf`	Adaptive Fall Detection Using WiFi CSI for Unseen Environments and New Individuals. MeMeA Israa Bayad, Sandy Mahfouz, Khouloud Samrouth, Farah Mourad-Chehade, Hassan Amoud
2025	—	`conf`	Detecting Malicious Artificial Congestion in Connected Cars Environment. MENACOMM Ali El Attar, Mohammad Ali Awali, Rida Khatoun, Makram W. Hatoum, Khouloud Samrouth
2025	J	`jnl`	Dual CNN for photovoltaic electroluminescence images microcrack detection. Array Khouloud Samrouth, Souha Nazir, Nader Bakir, Nadine Khodor
2025	—	`conf`	Empirical Dataset Generation for AI-Optimized IoT Infrastructure Placement. MENACOMM Fayad Taleb, Georgios Bouloukakis, Khouloud Samrouth, Houssam Hajj Hassan
2025	—	`conf`	Securing Networks Against ICMP Covert Channels: Detection and Countermeasures. MENACOMM Giovanni Kaddissi, Makram W. Hatoum, Khouloud Samrouth, Ali El Attar
2025	J	`jnl`	Siamese Network-Based Detection of Deepfake Impersonation Attacks with a Person of Interest Approach. ACM Trans. Multim. Comput. Commun. Appl. Khouloud Samrouth, Pia El Housseini, Olivier Déforges
2024	—	`conf`	Ensemble Learning Model for Face Swap Detection. ISDFS Khouloud Samrouth, Nicolas Beuve, Olivier Déforges, Nader Bakir, Wassim Hamidouche
2024	—	`conf`	Towards Secure Federated Learning: Enhancing Privacy and Robustness in Decentralized AI Systems. ICCA Rony Louis, Nader Bakir, Khouloud Samrouth, Vadim Pak
2023	—	`conf`	IEWS: a Free Open Source Intelligent Early Warning System Based on Machine Learning. ISDFS Abdulrahman A. El Tawil, Khouloud Samrouth
2023	—	`conf`	Optimization of DeepFake Video Detection Using Image Preprocessing. ACTEA Ali Berjawi, Khouloud Samrouth, Olivier Déforges
2023	—	`conf`	PSO-GA-based Federated Learning for Predicting Energy Consumption in Smart Buildings. ICM Nader Bakir, Ahmad Samrouth, Khouloud Samrouth
2023	—	`conf`	Survey on IoT Multi-Factor Authentication Protocols: A Systematic Literature Review. ISDFS Zein Al-Abidin Mohammad Fneish, Mohammad El-Hajj, Khouloud Samrouth
2021	J	`jnl`	Light Field Image Coding Using VVC Standard and View Synthesis Based on Dual Discriminator GAN. IEEE Trans. Multim. Nader Bakir, Wassim Hamidouche, Sid Ahmed Fezza, Khouloud Samrouth, Olivier Déforges
2020	A	`conf`	Light Field Image Coding Using Dual Discriminator Generative Adversarial Network And VVC Temporal Scalability. ICME Nader Bakir, Wassim Hamidouche, Sid Ahmed Fezza, Khouloud Samrouth, Olivier Déforges
2019	B	`conf`	RDO-Based Light Field Image Coding Using Convolutional Neural Networks and Linear Approximation. DCC Nader Bakir, Wassim Hamidouche, Olivier Déforges, Khouloud Samrouth, Sid Ahmed Fezza, Mohamad Khalil
2019	—	`conf`	Subjective Evaluation of Light Field Image Compression Methods based on View Synthesis. EUSIPCO Nader Bakir, Sid Ahmed Fezza, Wassim Hamidouche, Khouloud Samrouth, Olivier Déforges
2018	B	`conf`	Light Field Image Compression Based on Convolutional Neural Networks and Linear Approximation. ICIP Nader Bakir, Wassim Hamidouche, Olivier Déforges, Khouloud Samrouth, Mohamad Khalil
2017	J	`jnl`	Autofocus on Depth of Interest for 3D Image Coding. J. Electr. Comput. Eng. Khouloud Samrouth, Olivier Déforges, Yi Liu, Mohamad Khalil, Wassim El Falou
2016	J	`jnl`	LAR-LLC: A Low-Complexity Multiresolution Lossless Image Codec. IEEE Trans. Circuits Syst. Video Technol. Yi Liu, Olivier Déforges, Khouloud Samrouth
2014	C	`conf`	A joint 3D image semantic segmentation and scalable coding scheme with ROI approach. VCIP Khouloud Samrouth, Olivier Déforges, Yi Liu, Wassim El Falou, Mohamad Khalil
2014	—	`—`	Représentation et compression à haut niveau sémantique d'images 3D. (Representation and compression at high semantic level of 3D images). Khouloud Samrouth
2013	—	`conf`	Efficient depth map compression exploiting correlation with texture data in multiresolution predictive image coders. ICME Workshops Khouloud Samrouth, Olivier Déforges, Yi Liu, François Pasteau, Mohamad Khalil, Wassim El Falou
2013	—	`conf`	Low complexity RDO model for locally subjective quality enhancement in LAR coder. ICSIPA Yi Liu, Olivier Déforges, François Pasteau, Khouloud Samrouth
2013	—	`conf`	Quality constraint and rate-distortion optimization for predictive image coders. Image Processing: Algorithms and Systems Khouloud Samrouth, François Pasteau, Olivier Déforges