My Research
My Research
Journals
M. A. Bouchiha, Y. Ghamri-Doudane, M. Rabah, and R. Champagnat, “GuRuMarket: A Guarantee & Reputation-Assisted Framework for Secure and Efficient On-Chain Real-World Service Trading”, Future Generation Computer Systems (FGCS), 2025, Under review, Q1 - IF 6.2.
M. A. Bouchiha, A. A. Korba, and Y. Ghamri-Doudane, “ABC-DFL: A Byzantine-Robust Clustered Decentralized Federated Learning Framework for EV Battery Data Management”, IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2025, Under review, Q1 - IF 8.4.
A. A. Korba, A. Diaf, M. A. Bouchiha, and Y. Ghamri-Doudane, “Mitigating IoT Botnet Attacks: An Early-Stage Explainable Network-Based Anomaly Detection Approach”, Computer Communications, 2025, Q1 - IF 4.5.
M. A. Bouchiha, M. Rabah, R. Champagnat, A. A. Korba, Y. Ghamri-Doudane, “DARTIC: Decentralized Anonymous Reputation at Scale for Trustworthy Crowdsourcing”, IEEE Transactions on Services Computing (TSC), 2025, Under review, Q1 - IF 5.8.
A. A. Korba, M. A. Bouchiha, and Y. Ghamri-Doudane, “Blockchain-Enabled Ensemble Learning for Secure and Explainable Cyber Threat Intelligence Sharing and Exploitation”, Journal of Information Security and Applications (JISA), 2025, Under review, Q1 - IF 3.7.
Conferences
M. M. Dif, M. A. Bouchiha, A. A. Korba, Y. Ghamri-Doudane, “Towards Trustworthy Agentic IoEV: AI Agents for Explainable Cyberthreat Mitigation and State Analytics”, IEEE International Conference on Local Computer Networks (LCN'25), Sydney, Australia, IEEE, 2025, pp. 1-10. DOI: doi.org/10.1109/LCN65610.2025.11146357.
A. M. R. Bendada, A. A. Korba, M. A. Bouchiha, Y. Ghamri-Doudane, “BotDetect: A Decentralized Federated Learning Framework for Detecting Financial Bots on the EVM Blockchains”, IEEE International Conference on Communications (ICC'25), Montreal, Canada, pp. 1103-1108, IEEE, 2025, DOI: doi.org/10.1109/ICC52391.2025.11161090
M. M. Dif, M. A. Bouchiha, M. Rabah, and Y. Ghamri-Doudane, “AutoDFL: A Scalable and Automated Reputation-Aware Decentralized Federated Learning”, in IEEE/IFIP Network Operations and Management Symposium (NOMS'25), Honolulu, HI, USA, IEEE, 2025, pp. 1-9. DOI: doi.org/10.1109/NOMS57970.2025.11073578
A. A. Bellachia, M. A. Bouchiha, Y. Ghamri-Doudane, and M. Rabah, “VerifBFL: Leveraging zk-SNARKs for A Verifiable Blockchained Federated Learning”, in IEEE/IFIP Network Operations and Management Symposium (NOMS'25), Honolulu, HI, USA, IEEE, 2025, pp. 1-9. DOI: doi.org/10.1109/NOMS57970.2025.11073628
M. A. Bouchiha, Q. Telnoff, S. Bakkali, R. Champagnat, M. Rabah, M. Coustaty, and Y. Ghamri-Doudane, “LLMChain: Blockchain-based Reputation System for Sharing and Evaluating Large Language Models”, in 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC'24), Osaka, Japan, IEEE, 2024, pp. 439-448. DOI: doi.org/10.1109/COMPSAC61105.2024.00067
A. M. R. Bendada, M. A. Bouchiha, Y. Ghamri-Doudane, and M. Rabah, “RollupTheCrowd: Leveraging ZkRollups for a Scalable and Privacy-Preserving Reputation-based Crowdsourcing Platform,” in 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC'24), Osaka, Japan, IEEE, 2024, pp. 998-1006. DOI: doi.org/10.1109/COMPSAC61105.2024.00136
M. A. Bouchiha, Y. Ghamri-Doudane, M. Rabah, and R. Champagnat, “DARS: Empowering Trust in Blockchain-Based Real-World Applications with a Decentralized Anonymous Reputation System,” in Advanced Information Networking and Applications (AINA'24). Kitakyushu, Japan: Springer Nature Switzerland, 2024, pp. 48–61. DOI: doi-org.gutenberg.univ-lr.fr/10.1007/978-3-031-57853-3_5
M. A. Bouchiha, Y. Ghamri-Doudane, M. Rabah, and R. Champagnat, “GuRuChain: Guarantee and Reputation-based Blockchain Service Trading Platform,” in 2023 IFIP Networking Conference (Networking'23), Barcelona, Spain, 2023, pp. 1–9. DOI: doi.org/10.23919/IFIPNetworking57963.2023.10186408
Patents
M. A. Bouchiha, Y. Ghamri-Doudane, M. Rabah, and R. Champagnat, “Détermination d’un consensus pour l’ajout d’un bloc à une chaîne de blocs,” France, International PCT application: PCT/FR2024/050129, filed 31-01-2024, France, Aug. 9, 2024.