| An approach for detecting multi-institution attacks S Zabarah, O Naman, MA Salahuddin, R Boutaba, S Al-Kiswany Annals of Telecommunications 79 (3), 257-270, 2024 | | 2024 |
| Signaling Storm in O-RAN: Challenges and Research Opportunities A Tabiban, HA Alameddine, MA Salahuddin, R Boutaba IEEE Communications Magazine, 2023 | | 2023 |
| A Critical Study of Few-Shot Learning for Encrypted Traffic Classification E Akbari, SA Tahmid, N Malekghaini, MA Salahuddin, N Limam, ... 2023 19th International Conference on Network and Service Management (CNSM), 1-9, 2023 | | 2023 |
| AutoML4ETC: Automated neural architecture search for real-world encrypted traffic classification N Malekghaini, E Akbari, MA Salahuddin, N Limam, R Boutaba, ... IEEE Transactions on Network and Service Management, 2023 | 3 | 2023 |
| Meta-ATMoS+: A Meta-Reinforcement Learning Framework for Threat Mitigation in Software-Defined Networks H Tsang, MA Salahuddin, N Limam, R Boutaba 2023 IEEE 48th Conference on Local Computer Networks (LCN), 1-9, 2023 | | 2023 |
| Fstc: Dynamic category adaptation for encrypted network traffic classification N Malekghaini, H Tsang, MA Salahuddin, N Limam, R Boutaba 2023 IFIP Networking Conference (IFIP Networking), 1-9, 2023 | 1 | 2023 |
| Generalizable GNN-based 5G RAN/MEC Slicing and Admission control in metropolitan networks A Moayyedi, M Ahmadi, MA Salahuddin, R Boutaba, A Saleh NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 1-9, 2023 | 5 | 2023 |
| Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning M Sulaiman, M Ahmadi, MA Salahuddin, R Boutaba, A Saleh NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 1-9, 2023 | | 2023 |
| 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 | 16 | 2023 |
| Soteria: an approach for detecting multi-institution attacks S Zabarah, O Naman, MA Salahuddin, R Boutaba, S Al-Kiswany 2023 26th Conference on innovation in clouds, internet and networks and …, 2023 | 1 | 2023 |
| FogJam: a fog service for detecting traffic congestion in a continuous data stream VANET MLM Peixoto, E Mota, AHO Maia, W Lobato, MA Salahuddin, R Boutaba, ... Ad Hoc Networks 140, 103046, 2023 | 21 | 2023 |
| Spotting anomalies at the edge: Outlier exposure-based cross-silo federated learning for ddos detection V Pourahmadi, HA Alameddine, MA Salahuddin, R Boutaba IEEE Transactions on Dependable and Secure Computing 20 (5), 4002-4015, 2022 | 8 | 2022 |
| Coordinated slicing and admission control using multi-agent deep reinforcement learning M Sulaiman, A Moayyedi, M Ahmadi, MA Salahuddin, R Boutaba, A Saleh IEEE Transactions on Network and Service Management 20 (2), 1110-1124, 2022 | 17 | 2022 |
| Traffic classification in an increasingly encrypted web I Akbari, MA Salahuddin, L Ven, N Limam, R Boutaba, B Mathieu, ... Communications of the ACM 65 (10), 75-83, 2022 | 10 | 2022 |
| Data drift in dl: Lessons learned from encrypted traffic classification N Malekghaini, E Akbari, MA Salahuddin, N Limam, R Boutaba, ... 2022 IFIP Networking Conference (IFIP Networking), 1-9, 2022 | 9 | 2022 |
| Enhanced Anomaly Detection for Distributed Networks Using Federated Learning with Outlier Exposure V Pourahmadi, H Alameddine, MA Salahuddin, R Boutaba US Patent P101442WO01, 2022 | | 2022 |
| Multi-agent deep reinforcement learning for slicing and admission control in 5G C-RAN M Sulaiman, A Moayyedi, MA Salahuddin, R Boutaba, A Saleh NOMS 2022-2022 IEEE/IFIP network operations and management symposium, 1-9, 2022 | 19 | 2022 |
| Atmos+: Generalizable threat mitigation in sdn using permutation equivariant and invariant deep reinforcement learning H Tsang, I Akbari, MA Salahuddin, N Limam, R Boutaba IEEE Communications Magazine 59 (12), 105-111, 2021 | 4 | 2021 |
| 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 | 13 | 2021 |
| AI-driven Closed-loop Automation in 5G and beyond Mobile Networks R Boutaba, N Shahriar, MA Salahuddin, SR Chowdhury, N Saha, ... Proceedings of the 4th FlexNets Workshop on Flexible Networks Artificial …, 2021 | 21 | 2021 |
Raouf BoutabaProfessor of Computer Science, University of Waterloo在 uwaterloo.ca 的电子邮件经过验证
