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Journal Articles
- 2024
[j4]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): 2715-2730 (2024)- 2023
- [j3]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: 109648 (2023) - 2022
- [j2]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): 75-83 (2022) - 2021
- [j1]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): 04:1-04:26 (2021)
Conference and Workshop Papers
- 2023
- [c6]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: 1-9 - 2022
- [c5]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: 1-9 - 2021
- [c4]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: 23-24 - 2017
- [c3]Stephanie Moteau, Fabrice Guillemin, Thierry Houdoin:
Correlation between QoS and QoE for HTTP YouTube content in Orange cellular networks. LATINCOM 2017: 1-6 - 2013
- [c2]Fabrice Guillemin, Thierry Houdoin, Stephanie Moteau:
Volatility of YouTube content in Orange networks and consequences. ICC 2013: 2381-2385 - [c1]Fabrice Guillemin, Bruno Kauffmann, Stephanie Moteau, Alain Simonian:
Experimental analysis of caching efficiency for YouTube traffic in an ISP network. ITC 2013: 1-9
Informal and Other Publications
- 2023
- [i1]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 abs/2308.02182 (2023)
Coauthor Index
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