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Viewing Publication 1 - 40 from 40

2023

A Critical Study of Few-Shot Learning for Encrypted Traffic ClassificationElham Akbari, Sheikh A. Tahmid, Navid Malekghaini, Mohammad Ali Salahuddin 0001, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin. cnsm 2023: 1-9 [doi]

Series Editorial: Network Softwarization and ManagementOscar M. Caicedo, Walter Cerroni, Noura Limam, Müge Sayit. cm, 61(11):182-183, November 2023. [doi]

Series Editorial: Network Softwarization and ManagementOscar M. Caicedo, Walter Cerroni, Noura Limam. cm, 61(3):50, March 2023. [doi]

FSTC: Dynamic Category Adaptation for Encrypted Network Traffic ClassificationNavid Malekghaini, Hauton Tsang, Mohammad Ali Salahuddin 0001, Noura Limam, Raouf Boutaba. networking 2023: 1-9 [doi]

Deep learning for encrypted traffic classification in the face of data drift: An empirical studyNavid Malekghaini, Elham Akbari, Mohammad A. Salahuddin 0001, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin. cn, 225:109648, April 2023. [doi]

A First Look at Generating Website Fingerprinting Attacks via Neural Architecture SearchPrabhjot Singh, Shreya Arun Naik, Navid Malekghaini, Diogo Barradas, Noura Limam. wpes 2023: 173-178 [doi]

Meta-ATMoS+: A Meta-Reinforcement Learning Framework for Threat Mitigation in Software-Defined NetworksHauton Tsang, Mohammad A. Salahuddin 0001, Noura Limam, Raouf Boutaba. lcn 2023: 1-9 [doi]

Mitigating Signaling Storms in 5G with Blockchain-assisted 5GAKABohan Zhang, Paul Zeinaty, Noura Limam, Raouf Boutaba. cnsm 2023: 1-9 [doi]

2022

Traffic classification in an increasingly encrypted webIman Akbari, Mohammad A. Salahuddin 0001, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin. CACM, 65(10):75-83, 2022. [doi]

Series Editorial: Network Softwarization and ManagementOscar M. Caicedo, Walter Cerroni, Noura Limam. cm, 60(11):50-51, 2022. [doi]

Series Editorial: Network Softwarization and ManagementOscar M. Caicedo, Walter Cerroni, Noura Limam. cm, 60(2):11, 2022. [doi]

Series Editorial: Network Softwarization and ManagementOscar M. Caicedo, Walter Cerroni, Noura Limam. cm, 60(8):26-27, 2022. [doi]

Data Drift in DL: Lessons Learned from Encrypted Traffic ClassificationNavid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin. networking 2022: 1-9 [doi]

Editorial for Special Issue on Machine Learning approaches in IoT scenariosGaia Maselli, Laura Galluccio, Imen Grida Ben Yahia, Noura Limam. comcom, 192:171-172, 2022. [doi]

2021

A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted WebIman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin. sigmetrics 2021: 23-24 [doi]

RDP-based Lateral Movement detection using Machine LearningTim Bai, Haibo Bian, Mohammad A. Salahuddin, Abbas Abou Daya, Noura Limam, Raouf Boutaba. comcom, 165:9-19, 2021. [doi]

Uncovering Lateral Movement Using Authentication LogsHaibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba. tnsm, 18(1):1049-1063, 2021. [doi]

Series Editorial: Network Softwarization and ManagementOscar M. Caicedo, Walter Cerroni, Noura Limam. cm, 59(10):12-13, 2021. [doi]

ATMoS+: Generalizable Threat Mitigation in SDN Using Permutation Equivariant and Invariant Deep Reinforcement LearningHauton Tsang, Iman Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba. cm, 59(12):105-111, 2021. [doi]

2020

2019

2018

2015

Cloud networking and communications IIRaouf Boutaba, Nelson Luis Saldanha da Fonseca, Dzmitry Kliazovich, Noura Limam. cn, 93:405-407, 2015. [doi]

2014

Cloud networking and communicationsRaouf Boutaba, Noura Limam, Stefano Secci, Tarik Taleb. cn, 68:1-4, 2014. [doi]

Scheduled sampling for robust sensingNoura Limam, Malek Naouach. cnsm 2014: 224-229 [doi]

2011

A Report on CNSM 2010Yixin Diao, Hanan Lutfiyya, Noura Limam, Raouf Boutaba. jnsm, 19(1):137-142, 2011. [doi]

2010

Assessing Software Service Quality and Trustworthiness at Selection TimeNoura Limam, Raouf Boutaba. TSE, 36(4):559-574, 2010. [doi]

2008

QoS and reputation-aware service selectionNoura Limam, Raouf Boutaba. apnoms 2008: 403-410 [doi]

2007

Resource and service discovery in large-scale multi-domain networksReaz Ahmed, Noura Limam, Jin Xiao, Youssef Iraqi, Raouf Boutaba. comsur, 9(1-4):2-30, 2007. [doi]

OSDA: Open service discovery architecture for efficient cross-domain service provisioningNoura Limam, Joanna Ziembicki, Reaz Ahmed, Youssef Iraqi, Tianshu Li, Raouf Boutaba, Fernando Cuervo. comcom, 30(3):546-563, 2007. [doi]

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