Noura Limam

According to our database, Noura Limam authored at least 38 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification.

Navid Malekghaini, Elham Akbari, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphanie Tuffin

IEEE Trans. Netw. Serv. Manag., June, 2024

Secure and Efficient Group Handover Protocol in 5G Non-Terrestrial Networks.

Bohan Zhang, Peng Hu, Ahmad Akbari Azirani, Mohammad Ali Salahuddin, Diogo Barradas, Noura Limam, Raouf Boutaba

Proceedings of the IEEE International Conference on Communications, 2024

2023

Series Editorial: Network Softwarization and Management.

Oscar M. Caicedo, Walter Cerroni, Noura Limam, Müge Sayit

IEEE Commun. Mag., November, 2023

Deep learning for encrypted traffic classification in the face of data drift: An empirical study.

Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Comput. Networks, April, 2023

AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification.

Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

CoRR, 2023

A First Look at Generating Website Fingerprinting Attacks via Neural Architecture Search.

Prabhjot Singh, Shreya Arun Naik, Navid Malekghaini, Diogo Barradas, Noura Limam

Proceedings of the 22nd Workshop on Privacy in the Electronic Society, 2023

FSTC: Dynamic Category Adaptation for Encrypted Network Traffic Classification.

Navid Malekghaini, Hauton Tsang, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the IFIP Networking Conference, 2023

Meta-ATMoS+: A Meta-Reinforcement Learning Framework for Threat Mitigation in Software-Defined Networks.

Hauton Tsang, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the 48th IEEE Conference on Local Computer Networks, 2023

Mitigating Signaling Storms in 5G with Blockchain-assisted 5GAKA.

Bohan Zhang, Paul Zeinaty, Noura Limam, Raouf Boutaba

Proceedings of the 19th International Conference on Network and Service Management, 2023

A Critical Study of Few-Shot Learning for Encrypted Traffic Classification.

Elham Akbari, Sheikh A. Tahmid, Navid Malekghaini, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Proceedings of the 19th International Conference on Network and Service Management, 2023

2022

Editorial for Special Issue on Machine Learning approaches in IoT scenarios.

Gaia Maselli, Laura Galluccio, Imen Grida Ben Yahia, Noura Limam

Comput. Commun., 2022

Series Editorial: Network Softwarization and Management.

Oscar M. Caicedo, Walter Cerroni, Noura Limam

IEEE Commun. Mag., 2022

Traffic classification in an increasingly encrypted web.

Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Commun. ACM, 2022

Data Drift in DL: Lessons Learned from Encrypted Traffic Classification.

Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Proceedings of the IFIP Networking Conference, 2022

2021

Uncovering Lateral Movement Using Authentication Logs.

Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba

IEEE Trans. Netw. Serv. Manag., 2021

A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web.

Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Proc. ACM Meas. Anal. Comput. Syst., 2021

RDP-based Lateral Movement detection using Machine Learning.

Tim Bai, Haibo Bian, Mohammad A. Salahuddin, Abbas Abou Daya, Noura Limam, Raouf Boutaba

Comput. Commun., 2021

ATMoS+: Generalizable Threat Mitigation in SDN Using Permutation Equivariant and Invariant Deep Reinforcement Learning.

Hauton Tsang, Iman Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

IEEE Commun. Mag., 2021

2020

BotChase: Graph-Based Bot Detection Using Machine Learning.

Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

IEEE Trans. Netw. Serv. Manag., 2020

Guest Editorial Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking.

Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Noura Limam, Rolf Stadler, Yonggang Wen

IEEE J. Sel. Areas Commun., 2020

ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning.

Iman Akbari, Ezzeldin Tahoun, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the NOMS 2020, 2020

2019

Re-Architecting NFV Ecosystem with Microservices: State of the Art and Research Challenges.

Shihabur Rahman Chowdhury, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

IEEE Netw., 2019

A Machine Learning Approach for RDP-based Lateral Movement Detection.

Tim Bai, Haibo Bian, Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019

A Graph-Based Machine Learning Approach for Bot Detection.

Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Host in Danger? Detecting Network Intrusions from Authentication Logs.

Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba

Proceedings of the 15th International Conference on Network and Service Management, 2019

2018

A comprehensive survey on machine learning for networking: evolution, applications and research opportunities.

Raouf Boutaba, Mohammad A. Salahuddin, Noura Limam, Sara Ayoubi, Nashid Shahriar, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón

J. Internet Serv. Appl., 2018

Global Communications Newsletter.

Prosper Chemouil, Noura Limam, Chadi Assi, Lisandro Zambenedetti Granville, Imen Grida Ben Yahia, Ana García Armada, Baek-Young Choi, Michele Nogueira, Dola Saha, Anum Talpur

IEEE Commun. Mag., 2018

Machine Learning for Cognitive Network Management.

Sara Ayoubi, Noura Limam, Mohammad A. Salahuddin, Nashid Shahriar, Raouf Boutaba, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón

IEEE Commun. Mag., 2018

2015

Cloud networking and communications II.

Raouf Boutaba, Nelson Luis Saldanha da Fonseca, Dzmitry Kliazovich, Noura Limam

Comput. Networks, 2015

2014

Cloud networking and communications.

Raouf Boutaba, Noura Limam, Stefano Secci, Tarik Taleb

Comput. Networks, 2014

Scheduled sampling for robust sensing.

Noura Limam, Malek Naouach

Proceedings of the 10th International Conference on Network and Service Management, 2014

2011

A Report on CNSM 2010.

Yixin Diao, Hanan Lutfiyya, Noura Limam, Raouf Boutaba

J. Netw. Syst. Manag., 2011

2010

Assessing Software Service Quality and Trustworthiness at Selection Time.

Noura Limam, Raouf Boutaba

IEEE Trans. Software Eng., 2010

2008

QoS and reputation-aware service selection.

Noura Limam, Raouf Boutaba

Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008

2007

Resource and service discovery in large-scale multi-domain networks.

Reaz Ahmed, Noura Limam, Jin Xiao, Youssef Iraqi, Raouf Boutaba

IEEE Commun. Surv. Tutorials, 2007

OSDA: Open service discovery architecture for efficient cross-domain service provisioning.

Noura Limam, Joanna Ziembicki, Reaz Ahmed, Youssef Iraqi, Tianshu Li, Raouf Boutaba, Fernando Cuervo

Comput. Commun., 2007

2005

Service management in secure and QoS-aware wireless enterprise networks.

Noura Limam, Julien Rotrou, Marc Loutrel, Laurent Ouakil, Hayder Saleh, Guy Pujolle

IEEE J. Sel. Areas Commun., 2005

Service naming in large-scale and multi-domain networks.

Reaz Ahmed, Raouf Boutaba, Fernando Cuervo, Youssef Iraqi, Tianshu Li, Noura Limam, Jin Xiao, Joanna Ziembicki

IEEE Commun. Surv. Tutorials, 2005