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2020 – today
- 2025
[j41]Shajjad Hossain
, Sidi-Mohammed Senouci, Bouziane Brik, Abdelwahab Boualouache:
A privacy-preserving Self-Supervised Learning-based intrusion detection system for 5G-V2X networks. Ad Hoc Networks 166: 103674 (2025)- 2024
- [j40]Houda Hafi, Bouziane Brik, Pantelis A. Frangoudis, Adlen Ksentini, Miloud Bagaa:
Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges, and Future Directions. IEEE Access 12: 9890-9930 (2024) - [j39]Chaira Mahmoud, Sofiane Aouag, Hadda Cherroun, Bouziane Brik, Abdelmounaam Rezgui:
A decentralized blockchain-based authentication scheme for cross-communication in IoT networks. Clust. Comput. 27(3): 2505-2523 (2024) - [j38]Taki Eddine Toufik Djaidja, Bouziane Brik, Abdelwahab Boualouache, Sidi Mohammed Senouci, Yacine Ghamri-Doudane:
Time-efficient detection of false position attack in 5G and beyond vehicular networks. Comput. Networks 247: 110461 (2024) - [j37]Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini:
Securing IIoT applications in 6G and beyond using adaptive ensemble learning and zero-touch multi-resource provisioning. Comput. Commun. 216: 260-273 (2024) - [j36]Taki Eddine Toufik Djaidja, Bouziane Brik, Abdelwahab Boualouache, Sidi Mohammed Senouci, Yacine Ghamri-Doudane:
Federated learning for 5G and beyond, a blessing and a curse- an experimental study on intrusion detection systems. Comput. Secur. 139: 103707 (2024) - [j35]Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia:
On Adjusting Data Throughput in IoT Networks: A Deep-Reinforcement-Learning-Based Game Approach. IEEE Internet Things J. 11(7): 11368-11380 (2024) - [j34]Bouziane Brik, Mehdi Bennis, Xianbin Wang, Mohsen Guizani:
Guest Editorial: Special Issue on Resource-Efficient Collaborative Deep Learning Over B5G/6G Networks. IEEE Open J. Commun. Soc. 5: 1026-1028 (2024) - [j33]Taki Eddine Toufik Djaidja, Bouziane Brik, Sidi Mohammed Senouci, Abdelwahab Boualouache, Yacine Ghamri-Doudane:
Early Network Intrusion Detection Enabled by Attention Mechanisms and RNNs. IEEE Trans. Inf. Forensics Secur. 19: 7783-7793 (2024) - [j32]Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi:
Blockchain-Enabled Federated Learning for Enhanced Collaborative Intrusion Detection in Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. 25(7): 7661-7672 (2024) - [j31]Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik:
Federated Deep Reinforcement Learning for Efficient Jamming Attack Mitigation in O-RAN. IEEE Trans. Veh. Technol. 73(7): 9334-9343 (2024) - [j30]Mohamed E. L. Amine Ameur, Habiba Drias, Bouziane Brik:
Cooperative parking search strategy through V2X communications: an agent-based decision. Wirel. Networks 30(8): 7167-7188 (2024) - [c38]Fetulhak Abdurahman Shewajo, Abdelwahab Boualouache, Sidi Mohammed Senouci, Inès El Korbi, Bouziane Brik, Kinde Anlay Fante:
Integrating Blockchain Technology with PKI for Secure and Interoperable Communication in 5G and Beyond Vehicular Networks. CCNC 2024: 998-1001 - [c37]Hajar Moudoud, Zakaria Abou El Houda, Bouziane Brik:
Reputation-Aware Scheduling for Secure Internet of Drones: A Federated Multi-Agent Deep Reinforcement Learning Approach. INFOCOM (Workshops) 2024: 1-6 - [c36]Mazene Ameur, Bouziane Brik, Adlen Ksentini:
Leveraging LLMs to eXplain DRL Decisions for Transparent 6G Network Slicing. NetSoft 2024: 204-212 - [c35]Mohamed Ben Bezziane, Yesin Sahraoui, Bouziane Brik, Lina Mekkas, Sara Bougeurra, Anouar Khaldi:
On the Performance Evaluation of Mobility Model-Based GPSR Routing Protocol in Flying Ad hoc Networks. PAIS 2024: 1-7 - [i3]Abdelaziz Amara Korba, Abdelwahab Boualouache, Bouziane Brik, Rabah Rahal, Yacine Ghamri-Doudane, Sidi Mohammed Senouci:
Federated Learning for Zero-Day Attack Detection in 5G and Beyond V2X Networks. CoRR abs/2407.03070 (2024) - 2023
- [j29]Zakaria Abou El Houda, Bouziane Brik:
Next-power: Next-generation framework for secure and sustainable energy trading in the metaverse. Ad Hoc Networks 149: 103243 (2023) - [j28]Bouziane Brik, Hassnaa Moustafa, Yan Zhang, Abderrahmane Lakas, Sriram Subramanian:
Guest Editorial: Multi-Access Networking for Extended Reality and Metaverse. IEEE Internet Things Mag. 6(1): 12-13 (2023) - [j27]Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi:
A MEC-Based Architecture to Secure IoT Applications using Federated Deep Learning. IEEE Internet Things Mag. 6(1): 60-63 (2023) - [j26]Abdelwahab Boualouache, Bouziane Brik, Qiang Tang, Abdelaziz Amara Korba, Sylvain Cherrier, Sidi-Mohammed Senouci, Enric Pardo, Yacine Ghamri-Doudane, Rami Langar, Thomas Engel:
5G Vehicle-to-Everything at the Cross-Borders: Security Challenges and Opportunities. IEEE Internet Things Mag. 6(1): 114-119 (2023) - [j25]Abdelwahab Boualouache, Bouziane Brik, Sidi-Mohammed Senouci, Thomas Engel:
On-Demand Security Framework for 5GB Vehicular Networks. IEEE Internet Things Mag. 6(2): 26-31 (2023) - [j24]Nadjet Azzaoui, Ahmed Korichi, Bouziane Brik, Hanane Amirat:
A survey on data dissemination in internet of vehicles networks. J. Locat. Based Serv. 17(3): 207-250 (2023) - [j23]Wided Hammedi, Bouziane Brik, Sidi Mohammed Senouci:
Toward Optimal MEC-Based Collision Avoidance System for Cooperative Inland Vessels: A Federated Deep Learning Approach. IEEE Trans. Intell. Transp. Syst. 24(2): 2525-2537 (2023) - [j22]Zakaria Abou El Houda, Abdelhakim Senhaji Hafid, Lyes Khoukhi, Bouziane Brik:
When Collaborative Federated Learning Meets Blockchain to Preserve Privacy in Healthcare. IEEE Trans. Netw. Sci. Eng. 10(5): 2455-2465 (2023) - [j21]Sabra Ben Saad, Bouziane Brik, Adlen Ksentini:
Toward Securing Federated Learning Against Poisoning Attacks in Zero Touch B5G Networks. IEEE Trans. Netw. Serv. Manag. 20(2): 1612-1624 (2023) - [c34]Shajjad Hossain, Abdelwahab Boualouache, Bouziane Brik, Sidi-Mohammed Senouci:
A Lightweight 5G-V2X Intra-Slice Intrusion Detection System Using Knowledge Distillation. ICC 2023: 1112-1117 - [c33]Abdelaziz Amara Korba, Abdelwahab Boualouache, Bouziane Brik, Rabah Rahal, Yacine Ghamri-Doudane, Sidi Mohammed Senouci:
Federated Learning for Zero-Day Attack Detection in 5G and Beyond V2X Networks. ICC 2023: 1137-1142 - [c32]Sandeep Verma, Satnam Kaur, Aneek Adhya, Georges Kaddoum, Bouziane Brik:
CROP: Cluster-Based Routing Using Optimized Framework for IoT-Based Precision Agriculture. ICC 2023: 4725-4730 - [c31]Zakaria Abou El Houda, Hajar Moudoud, Bouziane Brik, Lyes Khoukhi:
Securing Federated Learning through Blockchain and Explainable AI for Robust Intrusion Detection in IoT Networks. INFOCOM Workshops 2023: 1-6 - [c30]Mohamed Mekki, Bouziane Brik, Adlen Ksentini, Christos V. Verikoukis:
XAI-Enabled Fine Granular Vertical Resources Autoscaler. NetSoft 2023: 161-169 - [i2]Bouziane Brik, Hatim Chergui, Lanfranco Zanzi, Francesco Devoti, Adlen Ksentini, Muhammad Shuaib Siddiqui, Xavier Costa-Pérez, Christos V. Verikoukis:
A Survey on Explainable AI for 6G O-RAN: Architecture, Use Cases, Challenges and Research Directions. CoRR abs/2307.00319 (2023) - [i1]Houda Hafi, Bouziane Brik, Pantelis A. Frangoudis, Adlen Ksentini:
Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges and Future Directions. CoRR abs/2309.09086 (2023) - 2022
- [j20]Mohammed Anis Benblidia, Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia:
Power Allocation and Energy Cost Minimization in Cloud Data Centers Microgrids: A Two-Stage Optimization Approach. IEEE Access 10: 66213-66226 (2022) - [j19]Karim Boutiba, Adlen Ksentini, Bouziane Brik, Yacine Challal, Amar Balla:
NRflex: Enforcing network slicing in 5G New Radio. Comput. Commun. 181: 284-292 (2022) - [j18]Zakaria Abou El Houda, Bouziane Brik, Sidi-Mohammed Senouci:
A Novel IoT-Based Explainable Deep Learning Framework for Intrusion Detection Systems. IEEE Internet Things Mag. 5(2): 20-23 (2022) - [j17]Bouziane Brik, Karim Boutiba, Adlen Ksentini:
Deep Learning for B5G Open Radio Access Network: Evolution, Survey, Case Studies, and Challenges. IEEE Open J. Commun. Soc. 3: 228-250 (2022) - [j16]Zakaria Abou El Houda, Bouziane Brik, Lyes Khoukhi:
"Why Should I Trust Your IDS?": An Explainable Deep Learning Framework for Intrusion Detection Systems in Internet of Things Networks. IEEE Open J. Commun. Soc. 3: 1164-1176 (2022) - [j15]Sabra Ben Saad, Adlen Ksentini, Bouziane Brik:
An end-to-end trusted architecture for network slicing in 5G and beyond networks. Secur. Priv. 5(1) (2022) - [j14]Bouziane Brik, Mourad Messaadia, M'hammed Sahnoun, Belgacem Bettayeb, Mohamed Amin Benatia:
Fog-supported Low-latency Monitoring of System Disruptions in Industry 4.0: A Federated Learning Approach. ACM Trans. Cyber Phys. Syst. 6(2): 14:1-14:23 (2022) - [j13]Bouziane Brik, Junaid Ahmed Khan, Yacine Ghamri-Doudane, Nasreddine Lagraa, Abderrahmane Lakas:
GSS-VF: A Game-Theoretic Approach for Service Discovery in Fog Network of Vehicles. IEEE Trans. Green Commun. Netw. 6(3): 1418-1427 (2022) - [j12]Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi, Mohsen Guizani:
When Federated Learning Meets Game Theory: A Cooperative Framework to Secure IIoT Applications on Edge Computing. IEEE Trans. Ind. Informatics 18(11): 7988-7997 (2022) - [j11]Bouziane Brik, Kapal Dev, Yang Xiao, Guangjie Han, Adlen Ksentini:
Guest Editorial Introduction to the Special Section on AI-Powered Internet of Everything (IoE) Services in Next-Generation Wireless Networks. IEEE Trans. Netw. Sci. Eng. 9(5): 2952-2954 (2022) - [c29]Sabra Ben Saad, Bouziane Brik, Adlen Ksentini:
A Trust and Explainable Federated Deep Learning Framework in Zero Touch B5G Networks. GLOBECOM 2022: 1037-1042 - [c28]Aymene Selamnia, Bouziane Brik, Sidi Mohammed Senouci, Abdelwahab Boualouache, Shajjad Hossain:
Edge Computing-enabled Intrusion Detection for C-V2X Networks using Federated Learning. GLOBECOM 2022: 2080-2085 - [c27]Taki Eddine Toufik Djaidja, Bouziane Brik, Abdelwahab Boualouache, Sidi Mohammed Senouci, Yacine Ghamri-Doudane:
DRIVE-B5G: A Flexible and Scalable Platform Testbed for B5G-V2X Networks. GLOBECOM 2022: 2800-2805 - [c26]Taki Eddine Toufik Djaidja, Bouziane Brik, Sidi Mohammed Senouci, Yacine Ghamri-Doudane:
Adaptive Resource Reservation to Survive Against Adversarial Resource Selection Jamming Attacks in 5G NR-V2X Distributed Mode 2. ICC 2022: 3406-3411 - [c25]Wided Hammedi, Bouziane Brik, Sidi Mohammed Senouci:
Federated Deep Learning-Based Framework to Avoid Collisions Between Inland Ships. IWCMC 2022: 967-972 - [c24]Zakaria Abou El Houda, Bouziane Brik, Lyes Khoukhi:
Ensemble Learning for Intrusion Detection in SDN-Based Zero Touch Smart Grid Systems. LCN 2022: 149-156 - [c23]Zakaria Abou El Houda, Lyes Khoukhi, Bouziane Brik:
A Low-Latency Fog-based Framework to secure IoT Applications using Collaborative Federated Learning. LCN 2022: 343-346 - [c22]Abdelwahab Boualouache, Taki Eddine Toufik Djaidja, Sidi-Mohammed Senouci, Yacine Ghamri-Doudane, Bouziane Brik, Thomas Engel:
Deep Learning-based Intra-slice Attack Detection for 5G-V2X Sliced Networks. VTC Spring 2022: 1-5 - 2021
- [j10]Mohammed Anis Benblidia, Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia:
A renewable energy-aware power allocation for cloud data centers: A game theory approach. Comput. Commun. 179: 102-111 (2021) - [j9]Sarra Djeradi, Tahar Bendouma, Nasreddine Lagraa, Chaker Abdelaziz Kerrache, Abderrahmane Lakas, Bouziane Brik:
Toward the Integration of UAVs' Services into the Cloud. IEEE Commun. Stand. Mag. 5(4): 25-32 (2021) - [j8]Sihem Bakri, Bouziane Brik, Adlen Ksentini:
On using reinforcement learning for network slice admission control in 5G: Offline vs. online. Int. J. Commun. Syst. 34(7) (2021) - [j7]Bouziane Brik, Adlen Ksentini:
Toward Optimal MEC Resource Dimensioning for a Vehicle Collision Avoidance System: A Deep Learning Approach. IEEE Netw. 35(3): 74-80 (2021) - [c21]Sabra Ben Saad, Adlen Ksentini, Bouziane Brik:
A Trust architecture for the SLA management in 5G networks. ICC 2021: 1-6 - 2020
- [j6]Bouziane Brik, Adlen Ksentini, Maha Bouaziz:
Federated Learning for UAVs-Enabled Wireless Networks: Use Cases, Challenges, and Open Problems. IEEE Access 8: 53841-53849 (2020) - [j5]Adlen Ksentini, Bouziane Brik:
An Edge-Based Social Distancing Detection Service to Mitigate COVID-19 Propagation. IEEE Internet Things Mag. 3(3): 35-39 (2020) - [j4]Nouredine Tamani, Bouziane Brik, Nasreddine Lagraa, Yacine Ghamri-Doudane:
On Link Stability Metric and Fuzzy Quantification for Service Selection in Mobile Vehicular Cloud. IEEE Trans. Intell. Transp. Syst. 21(5): 2050-2062 (2020) - [c20]Bouziane Brik, Pantelis A. Frangoudis, Adlen Ksentini:
Service-Oriented MEC Applications Placement in a Federated Edge Cloud Architecture. ICC 2020: 1-6 - [c19]Bouziane Brik, Adlen Ksentini:
On Predicting Service-oriented Network Slices Performances in 5G: A Federated Learning Approach. LCN 2020: 164-171 - [c18]Umberto Fattore, Marco Liebsch, Bouziane Brik, Adlen Ksentini:
AutoMEC: LSTM-based User Mobility Prediction for Service Management in Distributed MEC Resources. MSWiM 2020: 155-159
2010 – 2019
- 2019
- [c17]Bouziane Brik, Belgacem Bettayeb, M'hammed Sahnoun, Fabrice Duval:
Towards Predicting System Disruption in Industry 4.0: Machine Learning-Based Approach. ANT/EDI40 2019: 667-674 - [c16]Bouziane Brik, Junaid Ahmed Khan, Yacine Ghamri-Doudane, Nasreddine Lagraa:
PUBLISH: A Distributed Service Advertising Scheme for Vehicular Cloud Networks. CCNC 2019: 1-6 - [c15]Bouziane Brik, Belgacem Bettayeb, M'hammed Sahnoun, Anne Louis:
Accuracy and Localization-Aware Rescheduling for Flexible Flow Shops in Industry 4.0. CoDIT 2019: 1929-1934 - [c14]Mohammed Anis Benblidia, Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia:
Power Dispatching in Cloud Data Centers Using Smart Microgrids: A Game Theory Approach. GLOBECOM 2019: 1-6 - [c13]Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi:
ThermCont: A machine Learning enabled Thermal Comfort Control Tool in a real time. IWCMC 2019: 294-300 - [c12]Mohammed Anis Benblidia, Bouziane Brik, Leïla Merghem-Boulahia, Moez Esseghir:
Ranking Fog nodes for Tasks Scheduling in Fog-Cloud Environments: A Fuzzy Logic Approach. IWCMC 2019: 1451-1457 - [c11]Nadjet Azzaoui, Ahmed Korichi, Bouziane Brik, Med el amine Fekair, Chaker Abdelaziz Kerrache:
Wireless communication in internet of vehicles networks: DSRC-based Vs cellular-based. SCA 2019: 23:1-23:6 - 2018
- [j3]Bouziane Brik, Nasreddine Lagraa, Nouredine Tamani, Abderrahmane Lakas, Yacine Ghamri-Doudane:
Renting Out Cloud Services in Mobile Vehicular Cloud. IEEE Trans. Veh. Technol. 67(10): 9882-9895 (2018) - [c10]Bouziane Brik, Junaid Ahmed Khan, Yacine Ghamri-Doudane, Nasreddine Lagraa, Abderrahmane Lakas:
GSS-VC: A game-theoretic approach for service selection in vehicular cloud. CCNC 2018: 1-6 - [c9]Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi:
Indoor Thermal Comfort Collection of People with Physical Disabilities. ISNCC 2018: 1-6 - [c8]Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia, Hichem Snoussi:
ThingsGame: when sending data rate depends on the data usefulness in IoT networks. IWCMC 2018: 886-891 - [c7]Mohammed Anis Benblidia, Bouziane Brik, Moez Esseghir, Leïla Merghem-Boulahia:
A Game Based Power Allocation in Cloud Computing Data Centers. WiMob 2018: 1-7 - 2017
- [c6]Nouredine Tamani, Bouziane Brik, Nasreddine Lagraa, Yacine Ghamri-Doudane:
Vehicular Cloud Service Provider Selection: A Flexible Approach. GLOBECOM 2017: 1-6 - 2016
- [j2]Bouziane Brik, Nasreddine Lagraa, Abderrahmane Lakas, Abbas Cheddad:
DDGP: Distributed Data Gathering Protocol for vehicular networks. Veh. Commun. 4: 15-29 (2016) - [j1]Bouziane Brik, Nasreddine Lagraa, Abderrahmane Lakas, Hadda Cherroun, Abbas Cheddad:
ECDGP: extended cluster-based data gathering protocol for vehicular networks. Wirel. Commun. Mob. Comput. 16(10): 1238-1255 (2016) - [c5]Bouziane Brik, Nasreddine Lagraa, Yacine Ghamri-Doudane, Abderrahmane Lakas:
Finding the most adequate public bus in Vehicular Clouds. WINCOM 2016: 67-74 - 2015
- [c4]Bouziane Brik, Nasreddine Lagraa, Abderrahmane Lakas, Yacine Ghamri-Doudane:
RCS-VC: renting out and consuming services in vehicular clouds based on LTE-A. GIIS 2015: 1-6 - [c3]Bouziane Brik, Nasreddine Lagraa, Abderrahmane Lakas, Yacine Ghamri-Doudane:
Finding a Public Bus to Rent out Services in Vehicular Clouds. VTC Fall 2015: 1-7 - 2013
- [c2]Bouziane Brik, Nasreddine Lagraa, Hadda Cherroun, Abderrahmane Lakas:
Token-based Clustered Data Gathering Protocol(TCDGP) in vehicular networks. IWCMC 2013: 1070-1074 - 2012
- [c1]Bouziane Brik, Nasreddine Lagraa, Mohamed Bachir Yagoubi, Abderrahmane Lakas:
An efficient and robust clustered data gathering protocol (CDGP) for vehicular networks. DIVANet@MSWiM 2012: 69-74
Coauthor Index
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