Noura Limam

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 36

Top Topics

Dynamically Created

Network Management

Advances In Artificial Intelligence

Top Venues

IEEE Commun. Mag.

IEEE Trans. Netw. Serv. Manag.

Publications

Navid Malekghaini, Elham Akbari, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphanie Tuffin
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Bohan Zhang, Peng Hu, Ahmad Akbari Azirani, Mohammad Ali Salahuddin, Diogo Barradas, Noura Limam, Raouf Boutaba
Secure and Efficient Group Handover Protocol in 5G Non-Terrestrial Networks. CoRR (2024)
Oscar M. Caicedo, Walter Cerroni, Noura Limam, Müge Sayit
Series Editorial: Network Softwarization and Management. IEEE Commun. Mag. 62 (6) (2024)
Prabhjot Singh, Shreya Arun Naik, Navid Malekghaini, Diogo Barradas, Noura Limam
A First Look at Generating Website Fingerprinting Attacks via Neural Architecture Search. WPES@CCS (2023)
Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
Deep learning for encrypted traffic classification in the face of data drift: An empirical study. Comput. Networks 225 (2023)
Bohan Zhang, Paul Zeinaty, Noura Limam, Raouf Boutaba
Mitigating Signaling Storms in 5G with Blockchain-assisted 5GAKA. CNSM (2023)
Oscar M. Caicedo, Walter Cerroni, Noura Limam, Müge Sayit
Series Editorial: Network Softwarization and Management. IEEE Commun. Mag. 61 (11) (2023)
Hauton Tsang, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
Meta-ATMoS+: A Meta-Reinforcement Learning Framework for Threat Mitigation in Software-Defined Networks. LCN (2023)
Navid Malekghaini, Hauton Tsang, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba
FSTC: Dynamic Category Adaptation for Encrypted Network Traffic Classification. IFIP Networking (2023)
Elham Akbari, Sheikh A. Tahmid, Navid Malekghaini, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
A Critical Study of Few-Shot Learning for Encrypted Traffic Classification. CNSM (2023)
Oscar M. Caicedo, Walter Cerroni, Noura Limam
Series Editorial: Network Softwarization and Management. IEEE Commun. Mag. 61 (3) (2023)
Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification. CoRR (2023)
Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
Traffic classification in an increasingly encrypted web. Commun. ACM 65 (10) (2022)
Oscar M. Caicedo, Walter Cerroni, Noura Limam
Series Editorial: Network Softwarization and Management. IEEE Commun. Mag. 60 (8) (2022)
Oscar M. Caicedo, Walter Cerroni, Noura Limam
Series Editorial: Network Softwarization and Management. IEEE Commun. Mag. 60 (11) (2022)
Gaia Maselli, Laura Galluccio, Imen Grida Ben Yahia, Noura Limam
Editorial for Special Issue on Machine Learning approaches in IoT scenarios. Comput. Commun. 192 (2022)
Oscar M. Caicedo, Walter Cerroni, Noura Limam
Series Editorial: Network Softwarization and Management. IEEE Commun. Mag. 60 (2) (2022)
Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
Data Drift in DL: Lessons Learned from Encrypted Traffic Classification. IFIP Networking (2022)
Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web. SIGMETRICS (Abstracts) (2021)
Hauton Tsang, Iman Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
ATMoS+: Generalizable Threat Mitigation in SDN Using Permutation Equivariant and Invariant Deep Reinforcement Learning. IEEE Commun. Mag. 59 (12) (2021)
Oscar M. Caicedo, Walter Cerroni, Noura Limam
Series Editorial: Network Softwarization and Management. IEEE Commun. Mag. 59 (10) (2021)
Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web. Proc. ACM Meas. Anal. Comput. Syst. 5 (1) (2021)
Tim Bai, Haibo Bian, Mohammad A. Salahuddin, Abbas Abou Daya, Noura Limam, Raouf Boutaba
RDP-based Lateral Movement detection using Machine Learning. Comput. Commun. 165 (2021)
Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba
Uncovering Lateral Movement Using Authentication Logs. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Noura Limam, Rolf Stadler, Yonggang Wen
Guest Editorial Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking. IEEE J. Sel. Areas Commun. 38 (10) (2020)
Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
BotChase: Graph-Based Bot Detection Using Machine Learning. IEEE Trans. Netw. Serv. Manag. 17 (1) (2020)
Iman Akbari, Ezzeldin Tahoun, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning. NOMS (2020)
Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
A Graph-Based Machine Learning Approach for Bot Detection. IM (2019)
Shihabur Rahman Chowdhury, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
Re-Architecting NFV Ecosystem with Microservices: State of the Art and Research Challenges. IEEE Netw. 33 (3) (2019)
Tim Bai, Haibo Bian, Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
A Machine Learning Approach for RDP-based Lateral Movement Detection. LCN (2019)
Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
A Graph-Based Machine Learning Approach for Bot Detection. CoRR (2019)
Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba
Host in Danger? Detecting Network Intrusions from Authentication Logs. CNSM (2019)
Sara Ayoubi, Noura Limam, Mohammad A. Salahuddin, Nashid Shahriar, Raouf Boutaba, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón
Machine Learning for Cognitive Network Management. IEEE Commun. Mag. 56 (1) (2018)
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
Global Communications Newsletter. IEEE Commun. Mag. 56 (12) (2018)
Raouf Boutaba, Mohammad A. Salahuddin, Noura Limam, Sara Ayoubi, Nashid Shahriar, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón
A comprehensive survey on machine learning for networking: evolution, applications and research opportunities. J. Internet Serv. Appl. 9 (1) (2018)
Raouf Boutaba, Nelson Luis Saldanha da Fonseca, Dzmitry Kliazovich, Noura Limam
Cloud networking and communications II. Comput. Networks 93 (2015)
Raouf Boutaba, Noura Limam, Stefano Secci, Tarik Taleb
Cloud networking and communications. Comput. Networks 68 (2014)
Noura Limam, Malek Naouach
Scheduled sampling for robust sensing. CNSM (2014)
Yixin Diao, Hanan Lutfiyya, Noura Limam, Raouf Boutaba
A Report on CNSM 2010. J. Netw. Syst. Manag. 19 (1) (2011)
Noura Limam, Raouf Boutaba
Assessing Software Service Quality and Trustworthiness at Selection Time. IEEE Trans. Software Eng. 36 (4) (2010)
Noura Limam, Raouf Boutaba
QoS and reputation-aware service selection. NOMS (2008)
Reaz Ahmed, Noura Limam, Jin Xiao, Youssef Iraqi, Raouf Boutaba
Resource and service discovery in large-scale multi-domain networks. IEEE Commun. Surv. Tutorials 9 (1-4) (2007)
Noura Limam, Joanna Ziembicki, Reaz Ahmed, Youssef Iraqi, Tianshu Li, Raouf Boutaba, Fernando Cuervo
OSDA: Open service discovery architecture for efficient cross-domain service provisioning. Comput. Commun. 30 (3) (2007)
Noura Limam, Julien Rotrou, Marc Loutrel, Laurent Ouakil, Hayder Saleh, Guy Pujolle
Service management in secure and QoS-aware wireless enterprise networks. IEEE J. Sel. Areas Commun. 23 (10) (2005)
Reaz Ahmed, Raouf Boutaba, Fernando Cuervo, Youssef Iraqi, Tianshu Li, Noura Limam, Jin Xiao, Joanna Ziembicki
Service naming in large-scale and multi-domain networks. IEEE Commun. Surv. Tutorials 7 (1-4) (2005)