J. Tang, Z. Fayyaz, M. A. Salahuddin, R. Boutaba, Z. Zhang and A. Anwar, "HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning," IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (TPS), November 2025, Pittsburgh, PA, USA.
M. Sulaiman, B. Sun, M. A. Salahuddin, R. Boutaba and A. Saleh, "vNetRunner: Per-VNF Slice Modeling for 5G and Beyond Networks," IEEE/IFIP Network Operations and Management Symposium (NOMS), May 2025, Honolulu, HI, USA.
B. Zhang, M. A. Salahuddin, P. Hu, Y. Wang, N. Limam, B. Sun, D. Barradas and R. Boutaba, "Signalling Load-aware Conditional Handover in 5G Non-Terrestrial Networks," IFIP/IEEE International Conference on Network and Service Management (CNSM), October 2024, Prague, Czech Republic.
A. Abouelkhair, K. Majdi, N. Limam, M. A. Salahuddin and R. Boutaba, "5GProvGen: 5G Provenance Dataset Generation Framework" IFIP/IEEE International Conference on Network and Service Management (CNSM), October 2024, Prague, Czech Republic.
B. Zhang, P. Hu, A. A. Azirani, M. A. Salahuddin, D. Barradas, N. Limam and R. Boutaba, "Secure and Efficient Group Handover Protocol in 5G Non-Terrestrial Networks," IEEE International Conference on Communications (ICC), June 2024, Denver, CO, USA.
E. Akbari, S. Tahmid, N. Malekghaini, M. A. Salahuddin, N. Limam, R. Boutaba, B. Mathieu, S. Moteau and S. Tuffin, "A Critical Study of Few-shot Learning for Encrypted Traffic Classification," IFIP/IEEE International Conference on Network and Service Management (CNSM), October 2023, Niagara Falls, Ontario, Canada.
H. Tsang, M. A. Salahuddin, N. Limam and R. Boutaba, "Meta-ATMoS+: A Meta-Reinforcement Learning Framework for Threat Mitigation in Software-Defined Networks," IEEE Conference on Local Computer Networks (LCN), October 2023, Daytona Beach, FL, USA.
N. Malekghaini, H. Tsang, M. A. Salahuddin, N. Limam and R. Boutaba, "FSTC: Dynamic Category Adaptation for Encrypted Network Traffic Classification," IFIP Networking, June 2023, Barcelona, Spain.
M. Sulaiman, M. Ahmadi, M. A. Salahuddin, R. Boutaba and A. Saleh, "Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning," IFIP/IEEE Network Operations and Management Symposium (NOMS), May 2023, Miami, FL, USA. (Best Paper Award)
A. Moayyedi, M. Ahmadi, M. A. Salahuddin, R. Boutaba and A. Saleh, "Generalizable GNN-based 5G RAN/MEC Slicing and Admission Control in Metropolitan Networks," IFIP/IEEE Network Operations and Management Symposium (NOMS), May 2023, Miami, FL, USA.
S. Zabarah, O. Naman, M. A. Salahuddin, R. Boutaba and S. Al-Kiswany, "Soteria: An Approach for Detecting Multi-Institution Attacks," IEEE Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), March 2023, Paris, France.
N. Malekghaini, E. Akbari, M. A. Salahuddin, N. Limam, R. Boutaba, B. Mathieu, S. Moteau and S. Tuffin, "Data Drift in DL: Lessons Learned from Encrypted Traffic Classification," IFIP Networking, June 2022, Catania, Italy.
M. Sulaiman, A. Moayyedi, M. A. Salahuddin, R. Boutaba and A. Saleh, "Multi-Agent Deep Reinforcement Learning for Slicing and Admission Control in 5G C-RAN," IFIP/IEEE Network Operations and Management Symposium (NOMS), April 2022, Budapest, Hungary. (Best Paper Award)
R. Boutaba, N. Shahriar, M. A. Salahuddin, S. R. Chowdhury, N. Saha and A. James, "AI-driven Closed-loop Automation in 5G and beyond Mobile Networks," ACM Workshop on Flexible Networks: Artificial Intelligence Supported Network Flexibility and Agility (FlexNets), August 2021, Virtual Event, USA.
I. Akbari, M. A. Salahuddin, S. Wen, N. Limam, R. Boutaba, B. Mathieu, S. Moteau and S. Tuffin, "A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web," ACM SIGMETRICS, June 2021, Beijing, China. (Kenneth C. Sevcik Outstanding Student Paper Award)
M. A. Salahuddin, M. F. Bari, H. Alameddine, V. Pourahmadi and R. Boutaba, "Time-based Anomaly Detection using Autoencoder," IFIP/IEEE International Conference on Network and Service Management (CNSM), November 2020, Izmir, Turkey.
I. Akbari, E. Tahoun, M. A. Salahuddin, N. Limam and R. Boutaba, "ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning," IFIP/IEEE Network Operations and Management Symposium (NOMS), April 2020, Budapest, Hungary.
H. Bian, T. Bai, M. A. Salahuddin, N. Limam, A. Abou Daya and R. Boutaba, "Host in Danger? Detecting Network Intrusions from Authentication Logs," IFIP/IEEE International Conference on Network and Service Management (CNSM), October 2019, Halifax, Canada.
T. Bai, H. Bian, A. Abou Daya, M. A. Salahuddin, N. Limam and R. Boutaba, "A Machine Learning Approach for RDP-based Lateral Movement Detection," IEEE Local Computer Networks Conference (LCN), October 2019, Osnabruck, Germany.
A. Abou Daya, M. A. Salahuddin, N. Limam and R. Boutaba, "A Graph-Based Machine Learning Approach for Bot Detection," IFIP/IEEE International Symposium on Integrated Network Management (IM), April 2019, Washington DC, USA. (CNOM Best Paper Award)
A. Soltanian, D. Naboulsi, M. A. Salahuddin, R. Glitho, H. Elbiaze and C. Wette, "ADS: Adaptive and Dynamic Scaling Mechanism for Multimedia Conferencing Services in the Cloud," IEEE Consumer Communications & Networking Conference (CCNC), January 2018, Las Vegas, NV, USA.
M. A. Salahuddin, A. Mseddi, H. Elbiaze and R. Glitho, "Popularity and Correlation-aware Content Placement for Hierarchical Surrogates in Cloud-based CDNs," Communications Software, Services and Multimedia Applications Symposium, IEEE Global Communications Conference (GLOBECOM), December 2017, Singapore.
S. Tabatabai, I. Mohammed, A. Al-Fuqaha and M. A. Salahuddin, "Managing a Cluster of IoT Brokers in Support of Smart City Applications," Services, Applications and Business, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), October 2017, Montreal, QC, Canada.
N. Jahromi, S. Yangui, A. Larabi, D. Smith, M. A. Salahuddin, R. Glitho, R. Brunner and H. Elbiaze, "NFV and SDN-based Cost-efficient and Agile Value-added Video Services Provisioning in Content Delivery Networks," IEEE Consumer Communications & Networking Conference (CCNC), January 2017, Las Vegas, NV, USA.
E. Ben abdelkrim, M. A. Salahuddin, H. Elbiaze and R. Glitho, "A Hybrid Regression Model for Video Popularity-based Cache Replacement in Content Delivery Networks," Communication QoS, Reliability and Modeling Symposium, IEEE Global Communications Conference (GLOBECOM), December 2016, Washington, DC, USA.
W. S. Atoui, M. A. Salahuddin, W. Ajib and M. Boukadoum, "Scheduling Energy Harvesting Roadside Units in Vehicular Ad hoc Networks," Vehicular Communications, Networks and Telematics, IEEE Vehicular Technology Conference (VTC), September 2016, Montreal, QC, Canada.
A. F. Alam, A. Soltanian, S. Yangui, M. A. Salahuddin, R. Glitho and H. Elbiaze, "A Cloud Platform-as-a-Service for Multimedia Conferencing Service Provisioning," IEEE Symposium on Computers and Communications (ISCC), June 2016, Messina, Italy.
Z. H. Kamal, M. A. Salahuddin, A. Gupta and H. Elbiaze, "A Model for Scheduling Service Migration for Energy Harvesting RSU Clouds in VANETs," International Conference on Informatics, Management and Technology of Solar Energy, March 2016, Delhi, India.
M. A. Salahuddin, H. Elbiaze, W. Ajib and R. Glitho, "Social Network Analysis Inspired Content Placement with QoS in Cloud-based Content Delivery Networks," Communications Software, Services and Multimedia Applications Symposium, IEEE Global Communications Conference (GLOBECOM), December 2015, San Diego, CA, USA.
A. Soltanian, M. A. Salahuddin, H. Elbiaze and R. Glitho, "A Resource Allocation Mechanism for Video Mixing as a Cloud Computing Service in Multimedia Conferencing Applications," IFIP/IEEE/ACM International Conference on Network and Service Management (CNSM), November 2015, Barcelona, Spain.
A. Mseddi, M. A. Salahuddin, M. F. Zhani, H. Elbiaze and R. Glitho, "On Optimizing Replica Migration in Distributed Cloud Storage Systems," IEEE International Conference on Cloud Networking (CLOUDNET), October 2015, Niagara Falls, ON, Canada.
M. A. Salahuddin, A. Al-Fuqaha, M. Guizani and S. Cherkaoui, "RSU Cloud and its Resource Management in support of Enhanced Vehicular Applications," Cloud Computing Systems, Networks, and Applications Workshop, IEEE Global Communications Conference (GLOBECOM), December 2014, Austin, TX, USA.
M. A. Salahuddin, A. Al-Fuqaha, F. Jacquelin and Y. Shim, "Context Severity Based Opportunistic Service Reprioritization for IEEE 802.11p VANETs," Vehicular Communication Symposium, IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), July 2013, Sardinia, Italy.
M. A. Salahuddin and A. Al-Fuqaha, "Opportunistic Service Promotion for End‑to‑End Delay Minimization in IEEE 802.11p Vehicular Networks," Broadband Wireless Access Workshop, IEEE Global Communications Conference (GLOBECOM), December 2012, Anaheim, CA, USA.
M. A. Salahuddin, A. Al-Fuqaha, V. B. Gavirangaswamy, M. Ljucovic and M. Anan, "An Efficient Artificial Landmark-Based System for Indoor and Outdoor Identification and Localization," IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), July 2011, Istanbul, Turkey.
Z. H. Kamal, M. A. Salahuddin, A. Gupta, M. Terwilliger, V. Bhuse and B. Beckmann, "Analytical Analysis of Data and Decision Fusion in Sensor Networks," International Conference on Embedded Systems and Applications (ESA), June 2004, Las Vegas, NV, USA.
M. Terwilliger, A. Gupta, V. Bhuse, Z. H. Kamal and M. A. Salahuddin, "A Localization System using Wireless Network Sensors: A Comparison of Two Techniques," Workshop on Positioning, Navigation and Communication (WPNC), March 2004, Hannover, Germany.