Samia Bouzefrane

Most-cited papers

Exploring Homomorphic Encryption and Differential Privacy Techniques towards Secure Federated Learning Paradigm
Rezak Aziz, S. Banerjee, Samia Bouzefrane, Thinh Le Vinh
2023Future Internet115 citations Open access
Semantic Scholar
Exploring the forecasting approach for road accidents: Analytical measures with hybrid machine learning
M. Sangaré, Sharut Gupta, Samia Bouzefrane, S. Banerjee +1 more
2020Expert systems with applications58 citations Open access
Semantic Scholar
Middleware to Integrate Mobile Devices, Sensors and Cloud Computing
Thinh Le Vinh, Samia Bouzefrane, Jean-Marc Farinone, Amir Attar +1 more
2015ANT/SEIT37 citations Open access
Semantic Scholar
Cloudlets Authentication in NFC-Based Mobile Computing
Samia Bouzefrane, Amira F. Benkara Mostefa, Fatiha Houacine, H. Cagnon
2014IEEE International Conference on Mobile Cloud Computing, Services, and Engineering31 citations
Semantic Scholar
Matrix-based key management scheme for IoT networks
Mohammed Nafi, Samia Bouzefrane, Mawloud Omar
2020Ad hoc networks25 citations Open access
Semantic Scholar
NDN-over-ZigBee: A ZigBee support for Named Data Networking
Amar Abane, M. Daoui, Samia Bouzefrane, Paul Mühlethaler
2017Future generations computer systems24 citations Open access
Semantic Scholar
Making offloading decisions resistant to network unavailability for mobile cloud collaboration
Huijun Wu, Di-Jiang Huang, Samia Bouzefrane
20139th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing24 citations Open access
Semantic Scholar
A Lightweight Forwarding Strategy for Named Data Networking in Low-end IoT
Amar Abane, M. Daoui, Samia Bouzefrane, Paul Mühlethaler
2019Journal of Network and Computer Applications23 citations Open access
Semantic Scholar
A modified LOF-based approach for outlier characterization in IoT
Lynda Boukela, Gong-Xuan Zhang, M. Yacoub, Samia Bouzefrane +2 more
2020Annals of Telecommunications19 citations
Semantic Scholar
Handling security issues by using homomorphic encryption in multi-cloud environment
Yulliwas Ameur, Samia Bouzefrane, Le Vinh Thinh
2023ANT/EDI4018 citations Open access
Semantic Scholar
MCC-OSGi: An OSGi-based mobile cloud service model
Fatiha Houacine, Samia Bouzefrane, Li Li, Di-Jiang Huang
2013International Symposium on Autonomous Decentralized Systems17 citations
Semantic Scholar
Q-ICAN: A Q-learning based cache pollution attack mitigation approach for named data networking
Abdelhak Hidouri, Haifa Touati, Mohamed Hadded, Nasreddine Hajlaoui +2 more
2023Comput. Networks16 citations Open access
Semantic Scholar
Trusted Platforms to Secure Mobile Cloud Computing
Samia Bouzefrane, Le Vinh Thinh
20142014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS)14 citations
Semantic Scholar
A near-autonomous and incremental intrusion detection system through active learning of known and unknown attacks
Lynda Boukela, Gong-Xuan Zhang, M. Yacoub, Samia Bouzefrane
2021International Conference on Security, Pattern Analysis, and Cybernetics13 citations Open access
Semantic Scholar
An Ultra-Lightweight Authentication Scheme for Heterogeneous Wireless Sensor Networks in the Context of Internet of Things
Hamza Khemissa, D. Tandjaoui, Samia Bouzefrane
2017International Conference on Mobile, Secure, and Programmable Networking13 citations
Semantic Scholar
Exploring Formal Strategy Framework for the Security in IoT towards e-Health Context using Computational Intelligence
Youcef Ould-Yahia, S. Banerjee, Samia Bouzefrane, H. Boucheneb
201713 citations Open access
Semantic Scholar
A Realistic Deployment of Named Data Networking in the Internet of Things
Amar Abane, M. Daoui, Samia Bouzefrane, S. Banerjee +1 more
2019Journal of Cyber Security and Mobility12 citations Open access
Semantic Scholar
Analysis and Detection of DoS Attacks in Cloud Computing by Using QSE Algorithm
Pallavali Radha Krishna Reddy, Samia Bouzefrane
20142014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS)12 citations
Semantic Scholar
TRAILS: Extending TOSCA NFV profiles for liability management in the Cloud-to-IoT continuum
Yacine Anser, Chrystel Gaber, J. Wary, Sara Nieves Matheu García +1 more
2022IEEE Conference on Network Softwarization10 citations
Semantic Scholar
Identity Management with Hybrid Blockchain Approach: A Deliberate Extension with Federated-Inverse-Reinforcement Learning
S. Banerjee, Samia Bouzefrane, Amar Abane
2021International Conference on High Performance Switching and Routing10 citations
Semantic Scholar
Predicting transmission success with Support Vector Machine in VANETs
M. Sangaré, S. Banerjee, Paul Mühlethaler, Samia Bouzefrane
2018International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks10 citations
Semantic Scholar
Enhancing privacy in VANETs through homomorphic encryption in machine learning applications
Yulliwas Ameur, Samia Bouzefrane
2024ANT/EDI409 citations Open access
Semantic Scholar
Energy Efficiency in Mobile Cloud Computing Architectures
Thinh Le Vinh, Reddy Pallavali, Fatiha Houacine, Samia Bouzefrane
20162016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)9 citations Open access
Semantic Scholar
IFKMS: Inverse Function-based Key Management Scheme for IoT networks
Mohammed Nafi, Mohamed-Lamine Messai, Samia Bouzefrane, Mawloud Omar
2022Journal of Information Security and Applications8 citations Open access
Semantic Scholar
Secure and Non-interactive k-NN Classifier Using Symmetric Fully Homomorphic Encryption
Yulliwas Ameur, Rezak Aziz, V. Audigier, Samia Bouzefrane
2022Privacy in Statistical Databases8 citations
Semantic Scholar
Energy-Efficient Hardware Caching Decision Using Fuzzy Logic in Mobile Edge Computing
Sarra Mehamel, K. Slimani, Samia Bouzefrane, M. Daoui
20182018 6th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)8 citations
Semantic Scholar
Workflow scheduling with data transfer optimisation and enhancement of reliability in cloud data centres
Karima Oukfif, Fatima Oulebsir-Boumghar, Samia Bouzefrane, S. Banerjee
2020Int. J. Commun. Networks Distributed Syst.7 citations Open access
Semantic Scholar
Property‐based token attestation in mobile computing
Thinh Le Vinh, H. Cagnon, Samia Bouzefrane, S. Banerjee
2020Concurrency and Computation7 citations Open access
Semantic Scholar
Energy-Aware DPSO Algorithm for Workflow Scheduling on Computational Grids
Karima Oukfif, Lyes Bouali, Samia Bouzefrane, Fatima Oulebsir Boumghar
2015International Conference on Future Internet of Things and Cloud7 citations
Semantic Scholar
Energy-Aware VM placement based on intra-balanced resource allocation in data centers
Imène El-Taani, M. Boukala, Samia Bouzefrane
2021International Conference on Future Internet of Things and Cloud6 citations
Semantic Scholar
Impact Analysis of Greedy Behavior Attacks in Vehicular Ad hoc Networks
Tayssir Ismail, Haifa Touati, Nasreddine Hajlaoui, Mohamed Hadded +3 more
2021International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks6 citations Open access
Semantic Scholar
An outlier ensemble for unsupervised anomaly detection in honeypots data
Lynda Boukela, Gong-Xuan Zhang, Samia Bouzefrane, Jun-Long Zhou
2020Intelligent Data Analysis6 citations
Semantic Scholar
Efficient and Lightweight Polynomial-Based Key Management Scheme for Dynamic Networks
Mohammed Nafi, Samia Bouzefrane, Mawloud Omar
2020International Conference on Mobile, Secure, and Programmable Networking6 citations
Semantic Scholar
Towards evaluating Named Data Networking for the IoT: A framework for OMNeT++
Amar Abane, Paul Mühlethaler, Samia Bouzefrane, M. Daoui +1 more
2018OMNeT++ Community Summit6 citations Open access
Semantic Scholar
Virtualization Techniques: Challenges and Opportunities
Lyes Bouali, Emad Abd-Elrahman, H. Afifi, Samia Bouzefrane +1 more
2016International Conference on Mobile, Secure, and Programmable Networking6 citations
Semantic Scholar
RA2DL: New flexible solution for adaptive AADL-based control components
Farid Adaili, O. Mosbahi, M. Khalgui, Samia Bouzefrane
2015International Conference on Pervasive and Embedded Computing and Communication Systems6 citations Open access
Semantic Scholar
1 An OSGi-based Service Oriented Architecture for Android Software Development Platforms
Aghiles Adjaz, Samia Bouzefrane, Di-Jiang Huang, P. Paradinas
20156 citations
Semantic Scholar
Privacy Preserving Federated Learning: A Novel Approach for Combining Differential Privacy and Homomorphic Encryption
Rezak Aziz, Soumya Banerjee, Samia Bouzefrane
2024Workshop in Information Security Theory and Practice5 citations Open access
Semantic Scholar
Supervised Machine Learning for Matchmaking in Digital Business Ecosystems and Platforms
Mustapha Kamal Benramdane, Elena Kornyshova, Samia Bouzefrane, Hubert Maupas
2023Information Systems Frontiers5 citations
Semantic Scholar
Energy-Aware Service Level Agreements in 5G NFV architecture
Yacine Anser, Jean-Luc Grimault, Samia Bouzefrane, Chrystel Gaber
2021International Conference on Future Internet of Things and Cloud5 citations
Semantic Scholar
Synchronous Intersection Management to reduce Time Loss
R. Reddy, L. Almeida, P. Santos, Samia Bouzefrane +1 more
2021Transportation Research Procedia5 citations Open access
Semantic Scholar
IoT-Based Smart Home Process Management Using a Workflow Approach
Mohammed Eldjilali Ouldkablia, B. Kechar, Samia Bouzefrane
2020International Journal of Information Technology and Web Engineering5 citations
Semantic Scholar
Modeling and improving named data networking over IEEE 802.15.4
Amar Abane, P. Muhlethaler, Samia Bouzefrane, Abdella Battou
2019Annals of Telecommunications5 citations Open access
Semantic Scholar
Predicting Vehicles' Positions Using Roadside Units: A Machine-Learning Approach
M. Sangaré, S. Banerjee, Paul Mühlethaler, Samia Bouzefrane
2018IEEE Conference on Standards for Communications and Networking5 citations
Semantic Scholar
A cloud based dual-root trust model for secure mobile online transactions
Li Li, Di-Jiang Huang, Zhidong Shen, Samia Bouzefrane
2013IEEE Wireless Communications and Networking Conference5 citations
Semantic Scholar
Towards Intelligent Optimization of Design Strategies of Cyber-Physical Systems: Measuring Efficacy Through Evolutionary Computations
S. Banerjee, V. Balas, A. Pandey, Samia Bouzefrane
20204 citations
Semantic Scholar
Towards privacy and ownership preserving of outsourced health data in IoT-cloud context
Youcef Ould-Yahia, Samia Bouzefrane, H. Boucheneb
20182018 International Symposium on Programming and Systems (ISPS)4 citations
Semantic Scholar
Energy-Efficient Algorithm for Load Balancing and VMs Reassignment in Data Centers
Nabila Djennane, R. Aoudjit, Samia Bouzefrane
20182018 6th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)4 citations
Semantic Scholar
A New Scalable and Energy Efficient Algorithm for VMs Reassignment in Cloud Data Centers
Makhlouf Hadji, N. Djenane, R. Aoudjit, Samia Bouzefrane
20162016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)4 citations
Semantic Scholar
Service architecture for multi-environment mobile cloud services
Fatiha Houacine, Samia Bouzefrane, Aghiles Adjaz
2016International Journal of High Performance Computing and Networking4 citations Open access
Semantic Scholar