Mulualem Bitew Anley
Publications & Research Output
Ph.D. in Cybersecurity · IMT School for Advanced Studies Lucca & Università degli Studi di Milano
Trustworthy AI · Federated Learning · Intrusion Detection · IoT Security
11Total Publications
3Journal Articles
7Conference Papers
1Book Chapter
Journal Articles
3
J1
Computers & Security, vol. 158, no. 104642, pp. 1–13. ISSN: 0167-4048
Nov 2025
@article{anley2025felacs,
author = {Anley, Mulualem Bitew and Coscia, P. and Genovese, Angelo and Piuri, Vincenzo},
title = {{FELACS}: Federated Learning with Adaptive Client Selection for {IoT} {DDoS} Attack Detection},
journal = {Computers \& Security},
volume = {158},
number = {104642},
pages = {1–13},
year = {2025},
issn = {0167-4048},
doi = {10.1016/j.cose.2025.104642}
}
J2
Computers & Security, vol. 144, no. 103962, pp. 1–10. ISSN: 0167-4048
Sep 2024
@article{anley2024robust,
author = {Anley, Mulualem Bitew and Genovese, Angelo and Agostinello, D. and Piuri, Vincenzo},
title = {Robust {DDoS} Attack Detection with Adaptive Transfer Learning},
journal = {Computers \& Security},
volume = {144},
number = {103962},
pages = {1–10},
year = {2024},
issn = {0167-4048},
doi = {10.1016/j.cose.2024.103962}
}
J3
Security and Cryptography, Communications in Computer and Information Science (CCIS), vol. 2588, Springer, Cham, pp. 1–22
2025
@incollection{anley2025survey,
author = {Anley, Mulualem Bitew and Genovese, Angelo and Piuri, Vincenzo},
title = {Deep Learning for {DDoS} Attack Detection in {IoT}: A Survey},
booktitle = {Security and Cryptography},
series = {Communications in Computer and Information Science},
volume = {2588},
pages = {1–22},
publisher = {Springer},
address = {Cham},
year = {2025},
doi = {10.1007/978-3-032-09598-5_5}
}
Conference Papers
7
C1
Proc. 2025 IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC 2025), Vienna, Austria, pp. 1–8
Oct 2025
@inproceedings{anley2025flifra,
author = {Anley, Mulualem Bitew and Genovese, Angelo and Tesema, Tibebe Beshah and Piuri, Vincenzo},
title = {{FLIFRA}: Hybrid Data Poisoning Attack Detection in Federated Learning for {IoT} Security},
booktitle = {Proc. 2025 IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC 2025)},
address = {Vienna, Austria},
pages = {1–8},
year = {2025}
}
C2
Proc. 9th Int. Forum on Research and Technologies for Society and Industry (RTSI 2025), Gammarth, Tunisia
Aug 2025
@inproceedings{anley2025transferedge,
author = {Anley, Mulualem Bitew and Genovese, Angelo and Piuri, Vincenzo},
title = {{TransferEdge}: Transfer Learning Approach to Detect Evolving {DDoS} Threats in {Edge-IIoT}},
booktitle = {Proc. 9th Int. Forum on Research and Technologies for Society and Industry (RTSI 2025)},
address = {Gammarth, Tunisia},
year = {2025}
}
C3
ITASEC 2024: 8th Italian Conference on Cyber Security, Salerno, Italy
Apr 2024
@inproceedings{anley2024digitaltwin,
author = {Anley, Mulualem Bitew and Ekpo, O. and Gedara, T. M. H.},
title = {Cybersecurity Assessment of Digital Twin in Smart Grids},
booktitle = {Proc. 8th Italian Conference on Cyber Security (ITASEC 2024)},
address = {Salerno, Italy},
year = {2024},
url = {https://ceur-ws.org/Vol-3731/paper03.pdf}
}
C4
2023 IEEE Int. Conf. on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), pp. 3312–3319
Jun 2023
@inproceedings{anley2023opinion,
author = {Anley, Mulualem Bitew and Negashe, G. S. and Ayalew, A. Y.},
title = {Opinion Mining of Tourists’ Sentiments: Towards a Comprehensive Service Improvement of Tourism Industry},
booktitle = {2023 IEEE Int. Conf. on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)},
pages = {3312–3319},
year = {2023},
doi = {10.1109/CIVEMSA57781.2023.10231013}
}
C5
2nd Deep Learning Indaba-X Ethiopia Conference, Adama, Ethiopia
Jan 2022
@inproceedings{anley2022green,
author = {Anley, Mulualem Bitew and Awgichew, R. B.},
title = {Machine Learning Approach for Green Usage of Computing Devices},
booktitle = {2nd Deep Learning Indaba-X Ethiopia Conference},
address = {Adama, Ethiopia},
year = {2022}
}
C6
Accessibility of Artificial Intelligence Technologies for Persons with Disabilities and the Legal Requirements: Assessing the Situation in Ethiopia
[Poster]
Published
NeurIPS 2021 Black in AI Workshop, Virtual
Dec 2021
@inproceedings{anley2021accessibility,
author = {Anley, Mulualem Bitew and Zegeye, A. A.},
title = {Accessibility of {AI} Technologies for Persons with Disabilities and the Legal Requirements: Assessing the Situation in {Ethiopia} [Poster]},
booktitle = {NeurIPS 2021 Black in AI Workshop},
year = {2021}
}
C7
2nd Int. Conf. on ICT for Development for Africa (ICT4DA 2019), Bahir Dar, Ethiopia · Communications in Computer and Information Science, vol. 1026, Springer, Cham
May 2019
@inproceedings{anley2019kbs,
author = {Anley, Mulualem Bitew and Tesema, Tibebe Beshah},
title = {A Collaborative Approach to Build a {KBS} for Crop Selection: Combining Experts’ Knowledge and Machine Learning Knowledge Discovery},
booktitle = {2nd Int. Conf. on ICT for Development for Africa (ICT4DA 2019)},
series = {Communications in Computer and Information Science},
volume = {1026},
publisher = {Springer},
address = {Cham},
year = {2019},
doi = {10.1007/978-3-030-26630-1_8}
}
Book Chapter
1
B1
Security and Cryptography (Book Chapter) · Communications in Computer and Information Science (CCIS), vol. 2588, pp. 1–22, Springer, Cham
2025
@incollection{anley2025survey,
author = {Anley, Mulualem Bitew and Genovese, Angelo and Piuri, Vincenzo},
title = {Deep Learning for {DDoS} Attack Detection in {IoT}: A Survey},
booktitle = {Security and Cryptography},
series = {Communications in Computer and Information Science},
volume = {2588},
pages = {1–22},
publisher = {Springer},
address = {Cham},
year = {2025},
doi = {10.1007/978-3-032-09598-5_5}
}
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