Sami Souihi - RankMe

61 papers A 1B 21C 1Journal 14Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Robust and Scalable Federated Continual Learning Framework for Adaptive DDoS Detection in Heterogeneous IoT Environments. ICC Rabaie Benameur, Amine Dahane, Sami Souihi, Abdelhamid Mellouk
2025	—	`conf`	An Efficient Epidemic Routing Protocol with Reinforcement Learning Algorithm in Opportunistic Networks. ICC Quang Huy Do, Thiago Abreu, Baah Kusi, Nelly Chatue Diop, Sami Souihi
2025	—	`conf`	FCL-IWQMS: Federated Continual Learning and IoT-Based Water Quality Monitoring System for Adaptive Real-Time Insights. ICC Amine Dahane, Rabaie Benameur, Sami Souihi, Manel Naloufi, Izzessalam Belhadj Benziane, Françoise S. Lucas, Abdelhamid Mellouk
2025	J	`jnl`	Multi-user QoE optimization in virtual reality gaming using RL on mobile edge networks. Clust. Comput. Scott Fowler, Sami Souihi
2025	—	`conf`	PoTS: Proof-of-Training-Steps for Backdoor Detection in Large Language Models. FLLM Issam Seddik, Sami Souihi, Mohamed Tamaazousti, Sara Tucci Piergiovanni
2025	J	`jnl`	PoTS: Proof-of-Training-Steps for Backdoor Detection in Large Language Models. CoRR Issam Seddik, Sami Souihi, Mohamed Tamaazousti, Sara Tucci Piergiovanni
2025	B	`conf`	QoE-Driven Optimization of ZFS for Performance-Aware File Sharing Platforms. NCA Camila Murad Veille, Lamine Amour, Scott Fowler, Sami Souihi
2025	J	`jnl`	SW3T-IoT: Smart Water Monitoring Based on a Three-Tier IoT Architecture. IEEE Access Mohammed Kamal Benhaoua, Amine Dahane, Rabaie Benameur, Izzessalam Belhadj Benziane, Houssam Eddine Zahaf, Abderrahmane Benhariga, Abdelkader Elouissi, Cherifa Boudia, Sami Souihi
2025	J	`jnl`	Zero Trust: Deep Learning and NLP for HTTP Anomaly Detection in IDS. IEEE J. Sel. Areas Commun. Manh-Tien-Anh Nguyen, Van Tong, Sondes Bannour Souihi, Sami Souihi
2024	—	`conf`	A Novel Federated Learning Based Intrusion Detection System for IoT Networks. ICC Rabaie Benameur, Amine Dahane, Sami Souihi, Abdelhamid Mellouk
2024	J	`jnl`	Enhancing BERT-Based Language Model for Multi-label Vulnerability Detection of Smart Contract in Blockchain. J. Netw. Syst. Manag. Van Tong, Cuong Dao, Hai Anh Tran, Truong X. Tran, Sami Souihi
2024	—	`conf`	Enhancing Node Reliability in Opportunistic Networks through Blockchain Integration. BCCA Quang Huy Do, Thiago Abreu, Baah Kusi, Nelly Chatue Diop, Sami Souihi
2024	—	`conf`	G-TOK: Zero-Knowledge Proofs Based Dynamic Verifiable Credentials for Sensor Data Sharing. BCCA Junyi Zhong, Thiago Abreu, Sami Souihi, Françoise S. Lucas
2024	—	`conf`	IoT Urban River Water Quality System Using Federated Learning via Knowledge Distillation. ICC Amine Dahane, Rabaie Benameur, Manel Naloufi, Sami Souihi, Thiago Abreu, Françoise S. Lucas, Abdelhamid Mellouk
2024	—	`conf`	Machine Learning for Emergency Service Optimization: A Real-World Application. CCECE Junyi Zhong, Thiago Abreu, Matthieu Heidet, Françoise S. Lucas, Sami Souihi
2024	—	`conf`	Optimizing QoE for Virtual Reality Games on Mobile Edge Networks. FMEC Scott Fowler, Sami Souihi
2024	—	`conf`	Simulating Algorithmic Crypto Trading Strategies Using Reinforcement Learning. BCCA Chamseddine Hajri, Bertrand Warot, Nelly Chatue Diop, Sami Souihi
2024	J	`jnl`	Troubleshooting solution for traffic congestion control. J. Netw. Comput. Appl. Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2023	B	`conf`	An Adaptive Sharding-based Blockchain for Network Slicing in 5G. GLOBECOM Quang Huy Do, Sami Souihi, Van Tong, Hai Anh Tran, Sara Tucci Piergiovanni
2023	—	`conf`	Blockchain Integration in 5G Technologies: SDN and Network Slicing. BRAINS Quang Huy Do, Sami Souihi, Van Tong, Sara Tucci Piergiovanni
2023	—	`book`	Contributions aux réseaux intelligents - The Next Generation Networking and Internet. Sami Souihi
2023	B	`conf`	Deep Learning in NLP for Anomalous HTTP Requests Detection. CNSM Manh-Tien-Anh Nguyen, Van Tong, Sondes Bannour Souihi, Sami Souihi
2023	B	`conf`	Fully-Decentralized Federated Learning for QoE Estimation. GLOBECOM Minh-Duc Nguyen, Van Tong, Sami Souihi, Abdelhamid Mellouk
2022	B	`conf`	A Blockchain-based SDN East/West Interface. GLOBECOM Hai Nam Nguyen, Sami Souihi, Hai Anh Tran, Scott Fowler
2022	B	`conf`	How Tezos blockchain can meet IoT? GLOBECOM Quang Huy Do, Sami Souihi, Van Van Tong, Hai Anh Tran, Skander Mhadhbi
2022	B	`conf`	IoT and transfer learning based urban river quality prediction. GLOBECOM Tharsana Balachandran, Thiago Abreu, Manel Naloufi, Sami Souihi, Françoise Lucas, Aurélie Janne
2022	J	`jnl`	SDN-Based Application-Aware Segment Routing for Large-Scale Network. IEEE Syst. J. Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2022	—	`conf`	When NLP meets SDN : an application to Global Internet eXchange Network. ICC Manh-Tien-Anh Nguyen, Sondes Bannour Souihi, Hai Anh Tran, Sami Souihi
2021	C	`conf`	A Reinforcement Learning-based solution for Intra-domain Egress Selection. HPSR Duc-Huy Le, Hai Anh Tran, Sami Souihi
2021	J	`jnl`	A survey of Blockchain technologies applied to software-defined networking: Research challenges and solutions. IET Wirel. Sens. Syst. Hai Nam Nguyen, Hai Anh Tran, Scott Fowler, Sami Souihi
2021	—	`conf`	An AI-based Traffic Matrix Prediction Solution for Software-Defined Network. ICC Duc-Huy Le, Hai Anh Tran, Sami Souihi, Abdelhamid Mellouk
2021	B	`conf`	Machine Learning based Root Cause Analysis for SDN Network. GLOBECOM Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2021	B	`conf`	Towards a Novel Congestion Notification Algorithm for a Software-Defined Data Center Networks. IM Hai Anh Tran, Thi-Thanh-Tu Nguyen, Sami Souihi, Abdelhamid Mellouk
2020	J	`jnl`	Adaptive distributed SDN controllers: Application to Content-Centric Delivery Networks. Future Gener. Comput. Syst. Fetia Bannour, Sami Souihi, Abdelhamid Mellouk
2020	J	`jnl`	Q2ABR: QoE-aware adaptive video bit rate solution. Int. J. Commun. Syst. Lamine Amour, Sami Souihi, Abdelhamid Mellouk, M. Sajid Mushtaq
2020	B	`conf`	Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic. CNSM Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2020	J	`jnl`	Smart communications for autonomous systems in network technologies. Int. J. Commun. Syst. Sami Souihi, Salim Bitam, Abdelhamid Mellouk, Thiago Abreu, Said Hoceini, Scott Fowler, Saci Medileh, Swades De, Abdallah Shami
2019	B	`conf`	Adaptive Quorum-inspired SLA-Aware Consistency for Distributed SDN Controllers. CNSM Fetia Bannour, Sami Souihi, Abdelhamid Mellouk
2019	J	`jnl`	MABRESE: A New Server Selection Method for Smart SDN-Based CDN Architecture. IEEE Commun. Lett. Hai Anh Tran, Sami Souihi, Duc Tran, Abdelhamid Mellouk
2019	—	`conf`	NextLab: A new hybrid testbed and development platform for Software-defined Networking. SoICT Tran-Tuan Chu, Van Tong, Hai Anh Tran, Sami Souihi, Duc Quang Tran, Abdelhamid Mellouk
2019	B	`conf`	Quality Estimation Framework for Encrypted Traffic (Q2ET). GLOBECOM Lamine Amour, Van Tong, Sami Souihi, Hai Anh Tran, Abdelhamid Mellouk
2018	B	`conf`	A Novel QUIC Traffic Classifier Based on Convolutional Neural Networks. GLOBECOM Van Tong, Hai Anh Tran, Sami Souihi, Abdelhamid Mellouk
2018	B	`conf`	Adaptive State Consistency for Distributed ONOS Controllers. GLOBECOM Fetia Bannour, Sami Souihi, Abdelhamid Mellouk
2018	J	`jnl`	Distributed SDN Control: Survey, Taxonomy, and Challenges. IEEE Commun. Surv. Tutorials Fetia Bannour, Sami Souihi, Abdelhamid Mellouk
2018	B	`conf`	Empirical study for Dynamic Adaptive Video Streaming Service based on Google Transport QUIC protocol. LCN Van Tong, Hai Anh Tran, Sami Souihi, Abdelhamid Mellouk
2017	B	`conf`	Game-based secure sensing for the mobile cognitive radio network. PIMRC Jihen Bennaceur, Sami Souihi, Hanen Idoudi, Leïla Azouz Saïdane, Abdelhamid Mellouk
2017	B	`conf`	QoE-Based Framework to Optimize User Perceived Video Quality. LCN Lamine Amour, M. Sajid Mushtaq, Sami Souihi, Abdelhamid Mellouk
2017	B	`conf`	Scalability and reliability aware SDN controller placement strategies. CNSM Fetia Bannour, Sami Souihi, Abdelhamid Mellouk
2016	—	`conf`	Perceived video quality evaluation based on interactive/repulsive relation between the QoE IFs. ICC Lamine Amour, Sami Souihi, M. Sajid Mushtaq, Said Hoceini, Abdelhamid Mellouk
2016	B	`conf`	QoE-based network interface selection for heterogeneous wireless networks: A survey and e-Health case proposal. WCNC Mohamed Abdelkrim Senouci, Sami Souihi, Said Hoceini, Abdelhamid Mellouk
2015	—	`conf`	A Hierarchical Classification Model of QoE Influence Factors. WWIC Lamine Amour, Sami Souihi, Said Hoceini, Abdelhamid Mellouk
2015	—	`conf`	An Adaptive QoE-Based Network Interface Selection for Multi-homed eHealth Devices. IoT 360 (1) Sami Souihi, Mohamed Souidi, Abdelhamid Mellouk
2015	—	`conf`	An Open Source Platform for Perceived Video Quality Evaluation. Q2SWinet@MSWiM Lamine Amour, Sami Souihi, Said Hoceini, Abdelhamid Mellouk
2015	—	`conf`	An adaptive real time mechanism for IaaS cloud provider selection based on QoE aspects. ICC Mohamed Souidi, Sami Souihi, Said Hoceini, Abdelhamid Mellouk
2015	A	`conf`	Building a Large Dataset for Model-based QoE Prediction in the Mobile Environment. MSWiM Lamine Amour, Sami Souihi, Said Hoceini, Abdelhamid Mellouk
2013	B	`conf`	A robust, adaptive and hierarchical knowledge dissemination architecture. GLOBECOM Sami Souihi, Julien Perez, Said Hoceini, Abdelhamid Mellouk
2013	—	`—`	Mise en oeuvre d'une plateforme de gestion et de dissémination des connaissances pour des réseaux autonomiques. (A knowledge management and dissemination platform for autonomic networks). Sami Souihi
2013	J	`jnl`	SMILAY: An information flow management framework for microgrid applications. IEEE Commun. Mag. Sami Souihi, Said Hoceini, Abdelhamid Mellouk, Brice Augustin, Nadjib Ait Saadi
2012	B	`conf`	A hierarchical and multi-criteria knowledge dissemination in autonomic networks. GLOBECOM Sami Souihi, Said Hoceini, Abdelhamid Mellouk, Nadjib Ait Saadi
2012	—	`conf`	A multi-criteria master nodes selection mechanism for knowledge dissemination in autonomic networks. ICC Sami Souihi, Said Hoceini, Abdelhamid Mellouk
2011	—	`conf`	Knowledge Dissemination for Autonomic Network. ICC Sami Souihi, Abdelhamid Mellouk