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Noura Limam
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A comprehensive survey on machine learning for networking: evolution, applications and research opportunities
R Boutaba, MA Salahuddin, N Limam, S Ayoubi, N Shahriar, ...
Journal of Internet Services and Applications 9 (1), 1-99, 2018
10502018
Machine learning for cognitive network management
S Ayoubi, N Limam, MA Salahuddin, N Shahriar, R Boutaba, ...
IEEE Communications Magazine 56 (1), 158-165, 2018
2292018
Assessing software service quality and trustworthiness at selection time
N Limam, R Boutaba
IEEE transactions on software engineering 36 (4), 559-574, 2010
2022010
Re-architecting NFV ecosystem with microservices: State of the art and research challenges
SR Chowdhury, MA Salahuddin, N Limam, R Boutaba
IEEE Network 33 (3), 168-176, 2019
662019
BotChase: Graph-based bot detection using machine learning
A Abou Daya, MA Salahuddin, N Limam, R Boutaba
IEEE Transactions on Network and Service Management 17 (1), 15-29, 2020
602020
A look behind the curtain: Traffic classification in an increasingly encrypted web
I Akbari, MA Salahuddin, L Ven, N Limam, R Boutaba, B Mathieu, ...
Proceedings of the ACM on Measurement and Analysis of Computing Systems 5 (1 …, 2021
542021
A graph-based machine learning approach for bot detection
A Abou Daya, MA Salahuddin, N Limam, R Boutaba
2019 IFIP/IEEE symposium on integrated network and service management (IM …, 2019
532019
Resource and service discovery in large-scale multi-domain networks
R Ahmed, N Limam, J Xiao, Y Iraqi, R Boutaba
IEEE Communications Surveys & Tutorials 9 (4), 2-30, 2007
462007
OSDA: Open service discovery architecture for efficient cross-domain service provisioning
N Limam, J Ziembicki, R Ahmed, Y Iraqi, DT Li, R Boutaba, F Cuervo
Computer Communications 30 (3), 546-563, 2007
462007
A machine learning approach for rdp-based lateral movement detection
T Bai, H Bian, A Abou Daya, MA Salahuddin, N Limam, R Boutaba
2019 IEEE 44th Conference on Local Computer Networks (LCN), 242-245, 2019
402019
ATMoS: Autonomous threat mitigation in SDN using reinforcement learning
I Akbari, E Tahoun, MA Salahuddin, N Limam, R Boutaba
NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium, 1-9, 2020
352020
Uncovering lateral movement using authentication logs
H Bian, T Bai, MA Salahuddin, N Limam, A Abou Daya, R Boutaba
IEEE Transactions on Network and Service Management 18 (1), 1049-1063, 2021
252021
Rdp-based lateral movement detection using machine learning
T Bai, H Bian, MA Salahuddin, A Abou Daya, N Limam, R Boutaba
Computer communications 165, 9-19, 2021
232021
Service naming in large-scale and multi-domain networks
R Ahmed, R Boutaba, F Cuervo, Y Iraqi, T Li, N Limam, J Xiao, J Ziembicki
IEEE Communications Surveys & Tutorials 7 (3), 38-54, 2005
232005
Service discovery protocols: A comparative study
R Ahmed, R Boutaba, F Cuervo, Y Iraqi, D Li, N Limam, J Xiao, ...
Proceedings of IM, 15-18, 2005
182005
QoS and reputation-aware service selection
N Limam, R Boutaba
NOMS 2008-2008 IEEE Network Operations and Management Symposium, 403-410, 2008
152008
Host in danger? detecting network intrusions from authentication logs
H Bian, T Bai, MA Salahuddin, N Limam, A Abou Daya, R Boutaba
2019 15th International Conference on Network and Service Management (CNSM), 1-9, 2019
132019
Managing virtualized networks and services with machine learning
R Boutaba, N Shahriar, MA Salahuddin, N Limam
Communication Networks and Service Management in the Era of Artificial …, 2021
122021
Deep learning for encrypted traffic classification in the face of data drift: An empirical study
N Malekghaini, E Akbari, MA Salahuddin, N Limam, R Boutaba, ...
Computer Networks 225, 109648, 2023
92023
Guest editorial special issue on advances in artificial intelligence and machine learning for networking
P Chemouil, P Hui, W Kellerer, N Limam, R Stadler, Y Wen
IEEE Journal on Selected Areas in Communications 38 (10), 2229-2233, 2020
92020
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Articles 1–20