Journal Articles
-
M. B. Anley, P. Coscia, A. Genovese, and V. Piuri, “FELACS: Federated learning with adaptive client selection for IoT DDoS attack detection”, in Computers & Security, vol. 158, no. 104642, November 2025, pp. 1-13. ISSN: 0167-4048. [DOI: 10.1016/j.cose.2025.104642].
-
M. B. Anley, A. Genovese, D. Agostinello, and V. Piuri, “Robust DDoS attack detection with adaptive transfer learning”, in Computers & Security, vol. 144, no. 103962, September, 2024, pp. 1-10. ISSN: 0167-4048. [DOI: 10.1016/j.cose.2024.103962]
Articles in proceedings of international conferences
- M. B. Anley, A. Genovese, T. B. Tesema, and V. Piuri, “FLIFRA: Hybrid data poisoning attack detection in federated learning for IoT security“, in Proc. of the 2025 IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC 2025), Vienna, Austria, October 5-8, 2025, pp. 1-8 [PDF] [BibTex entry]
- M. B. Anley, A. Genovese, and V. Piuri, “TransferEdge: Transfer learning approach to detect evolving DDoS threats in Edge-IIoT“, in Proc. of the 9th Int. Forum on Research and Technologies for Society and Industry (RTSI 2025), Gammarth, Tunisia, August 24-26, 2025 [PDF] [BibTex entry]
- MB Anley, O Ekpo, TMH Gedara, “Cybersecurity Assessment of Digital Twin in Smart Grids”, ITASEC 2024: The Italian Conference on CyberSecurity, 2024, DOI: https://ceur-ws.org/Vol-3731/paper03.pdf.
- MB Anley, GS Negashe, AY Ayalew, “Opinion Mining of Tourists’ Sentiments: Towards a Comprehensive Service Improvement of Tourism Industry”, 2023 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2023, pp. 3312-3319, DOI: DOI:10.1109/CIVEMSA57781.2023.10231013.
- MB Anley, RB Awgichew, “Machine Learning Approach for Green Usage of Computing Devices”, 2nd Deep Learning Indaba-X Ethiopia Conference, 2021, https://www.researchgate.net/publication/359976349_Machine_Learning_Approach_for_Green_Usage_of_Computing_Devices
- MB Anley and AA Zegeye, “Accessibility of Artificial Intelligent Technologies for Persons with Disabilities and the Legal Requirements: Assessing the Situation in Ethiopia [Poster]”, NeurIPS 2021 Black in AI Workshop, https://storage.googleapis.com/indaba-pu, 2021.
- MB Anley, TB Tesema, “A collaborative approach to build a KBS for crop selection: Combining experts knowledge and machine learning knowledge discovery”, 2nd Information and Communication Technology for Development for Africa, ICT4DA 2019, Communications in Computer and Information Science, vol 1026. Springer, Cham. https://doi.org/10.1007/978-3-030-26630-1\_8