Mohammad A. Salahuddin

56 papers B 15Misc 1Journal 33Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning. TPS-ISA Jiaxang Tang, Zeshan Fayyaz, Mohammad A. Salahuddin, Raouf Boutaba, Zhi-Li Zhang, Ali Anwar
2025	J	`jnl`	MicroOpt: Model-Driven Slice Resource Optimization in 5G and Beyond Networks. IEEE Trans. Netw. Serv. Manag. Muhammad Sulaiman, Mahdieh Ahmadi, Bo Sun, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh
2024	J	`jnl`	An approach for detecting multi-institution attacks. Ann. des Télécommunications Saif Zabarah, Omar Naman, Mohammad A. Salahuddin, Raouf Boutaba, Samer Al-Kiswany
2024	J	`jnl`	HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning. CoRR Jiaxang Tang, Zeshan Fayyaz, Mohammad A. Salahuddin, Raouf Boutaba, Zhi-Li Zhang, Ali Anwar
2024	J	`jnl`	Signaling Storm in O-RAN: Challenges and Research Opportunities. IEEE Commun. Mag. Azadeh Tabiban, Hyame Assem Alameddine, Mohammad A. Salahuddin, Raouf Boutaba
2024	B	`conf`	Signalling Load-aware Conditional Handover in 5G Non-Terrestrial Networks. CNSM Bohan Zhang, Mohammad A. Salahuddin, Peng Hu, Yunli Wang, Noura Limam, Bo Sun, Diogo Barradas, Raouf Boutaba
2023	J	`jnl`	AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification. CoRR Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
2023	J	`jnl`	Deep learning for encrypted traffic classification in the face of data drift: An empirical study. Comput. Networks Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
2023	J	`jnl`	FogJam: A Fog Service for Detecting Traffic Congestion in a Continuous Data Stream VANET. Ad Hoc Networks Maycon L. M. Peixoto, Edson Mota, Adriano H. O. Maia, Wellington Lobato, Mohammad A. Salahuddin, Raouf Boutaba, Leandro A. Villas
2023	B	`conf`	Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning. NOMS Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh
2023	B	`conf`	Meta-ATMoS+: A Meta-Reinforcement Learning Framework for Threat Mitigation in Software-Defined Networks. LCN Hauton Tsang, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
2023	Misc	`conf`	Soteria: An Approach for Detecting Multi-Institution Attacks. ICIN Saif Zabarah, Omar Naman, Mohammad A. Salahuddin, Raouf Boutaba, Samer Al-Kiswany
2022	J	`jnl`	Chronos: DDoS Attack Detection Using Time-Based Autoencoder. IEEE Trans. Netw. Serv. Manag. Mohammad A. Salahuddin, Vahid Pourahmadi, Hyame Assem Alameddine, Md. Faizul Bari, Raouf Boutaba
2022	B	`conf`	Data Drift in DL: Lessons Learned from Encrypted Traffic Classification. IFIP Networking Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
2022	B	`conf`	Multi-Agent Deep Reinforcement Learning for Slicing and Admission Control in 5G C-RAN. NOMS Muhammad Sulaiman, Arash Moayyedi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh
2022	J	`jnl`	Traffic classification in an increasingly encrypted web. Commun. ACM Iman Akbari, Mohammad A. Salahuddin, Leni Aniva, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
2021	—	`conf`	A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web. SIGMETRICS (Abstracts) Iman Akbari, Mohammad A. Salahuddin, Leni Aniva, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
2021	J	`jnl`	A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web. Proc. ACM Meas. Anal. Comput. Syst. Iman Akbari, Mohammad A. Salahuddin, Leni Aniva, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin
2021	—	`conf`	AI-driven Closed-loop Automation in 5G and beyond Mobile Networks. FlexNets@SIGCOMM Raouf Boutaba, Nashid Shahriar, Mohammad A. Salahuddin, Shihabur Rahman Chowdhury, Niloy Saha, Alexander James
2021	J	`jnl`	ATMoS+: Generalizable Threat Mitigation in SDN Using Permutation Equivariant and Invariant Deep Reinforcement Learning. IEEE Commun. Mag. Hauton Tsang, Iman Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
2021	J	`jnl`	Content Delivery Network Security: A Survey. IEEE Commun. Surv. Tutorials Milad Ghaznavi, Elaheh Jalalpour, Mohammad A. Salahuddin, Raouf Boutaba, Daniel Migault, Stere Preda
2021	J	`jnl`	Efficient Replica Migration Scheme for Distributed Cloud Storage Systems. IEEE Trans. Cloud Comput. Amina Mseddi, Mohammad A. Salahuddin, Mohamed Faten Zhani, Halima Elbiaze, Roch H. Glitho
2021	J	`jnl`	RDP-based Lateral Movement detection using Machine Learning. Comput. Commun. Tim Bai, Haibo Bian, Mohammad A. Salahuddin, Abbas Abou Daya, Noura Limam, Raouf Boutaba
2021	J	`jnl`	Uncovering Lateral Movement Using Authentication Logs. IEEE Trans. Netw. Serv. Manag. Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba
2020	B	`conf`	ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning. NOMS Iman Akbari, Ezzeldin Tahoun, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
2020	J	`jnl`	BotChase: Graph-Based Bot Detection Using Machine Learning. IEEE Trans. Netw. Serv. Manag. Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
2020	B	`conf`	Time-based Anomaly Detection using Autoencoder. CNSM Mohammad A. Salahuddin, Md. Faizul Bari, Hyame Assem Alameddine, Vahid Pourahmadi, Raouf Boutaba
2019	B	`conf`	A Graph-Based Machine Learning Approach for Bot Detection. IM Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
2019	J	`jnl`	A Graph-Based Machine Learning Approach for Bot Detection. CoRR Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
2019	B	`conf`	A Machine Learning Approach for RDP-based Lateral Movement Detection. LCN Tim Bai, Haibo Bian, Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
2019	B	`conf`	Host in Danger? Detecting Network Intrusions from Authentication Logs. CNSM Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba
2019	J	`jnl`	Re-Architecting NFV Ecosystem with Microservices: State of the Art and Research Challenges. IEEE Netw. Shihabur Rahman Chowdhury, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
2018	J	`jnl`	A Cloud-Based Architecture for Multimedia Conferencing Service Provisioning. IEEE Access Abbas Soltanian, Fatna Belqasmi, Sami Yangui, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze
2018	J	`jnl`	A Survey on Content Placement Algorithms for Cloud-Based Content Delivery Networks. IEEE Access Mohammad A. Salahuddin, Jagruti Sahoo, Roch H. Glitho, Halima Elbiaze, Wessam Ajib
2018	J	`jnl`	A comprehensive survey on machine learning for networking: evolution, applications and research opportunities. J. Internet Serv. Appl. Raouf Boutaba, Mohammad A. Salahuddin, Noura Limam, Sara Ayoubi, Nashid Shahriar, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón
2018	—	`conf`	ADS: Adaptive and dynamic scaling mechanism for multimedia conferencing services in the cloud. CCNC Abbas Soltanian, Diala Naboulsi, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze, Constant Wette
2018	J	`jnl`	Machine Learning for Cognitive Network Management. IEEE Commun. Mag. Sara Ayoubi, Noura Limam, Mohammad A. Salahuddin, Nashid Shahriar, Raouf Boutaba, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón
2018	J	`jnl`	Reinforcement Learning for Resource Provisioning in Vehicular Cloud. CoRR Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani
2018	J	`jnl`	Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare. CoRR Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag M. Sallabi
2017	J	`jnl`	A Survey on Replica Server Placement Algorithms for Content Delivery Networks. IEEE Commun. Surv. Tutorials Jagruti Sahoo, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze, Wessam Ajib
2017	J	`jnl`	ADS: Adaptive and Dynamic Scaling Mechanism for Multimedia Conferencing Services in the Cloud. CoRR Abbas Soltanian, Diala Naboulsi, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze, Constant Wette
2017	B	`conf`	Managing a cluster of IoT brokers in support of smart city applications. PIMRC Shadha Tabatabai, Ihab Mohammed, Ala I. Al-Fuqaha, Mohammad A. Salahuddin
2017	—	`conf`	NFV and SDN-based cost-efficient and agile value-added video services provisioning in content delivery networks. CCNC Narjes T. Jahromi, Sami Yangui, Adel Larabi, Daniel Smith, Mohammad A. Salahuddin, Roch H. Glitho, Richard Brunner, Halima Elbiaze
2017	B	`conf`	Popularity and Correlation-Aware Content Placement for Hierarchical Surrogates in Cloud-Based CDNs. GLOBECOM Mohammad A. Salahuddin, Amina Mseddi, Halima Elbiaze, Roch H. Glitho
2017	J	`jnl`	RSU Cloud and its Resource Management in support of Enhanced Vehicular Applications. CoRR Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui
2017	J	`jnl`	Smart Cities: A Survey on Data Management, Security, and Enabling Technologies. IEEE Commun. Surv. Tutorials Ammar Gharaibeh, Mohammad A. Salahuddin, Sayed Jahed Hussini, Abdallah Khreishah, Issa Khalil, Mohsen Guizani, Ala I. Al-Fuqaha
2017	J	`jnl`	Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare. Computer Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag M. Sallabi
2016	J	`jnl`	Reinforcement learning for resource provisioning in the vehicular cloud. IEEE Wirel. Commun. Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani
2015	J	`jnl`	A Resource Allocation Mechanism for Video Mixing as a Cloud Computing Service in Multimedia Conferencing Applications. CoRR Abbas Soltanian, Mohammad A. Salahuddin, Halima Elbiaze, Roch H. Glitho
2015	B	`conf`	Social Network Analysis Inspired Content Placement with QoS in Cloud Based Content Delivery Networks. GLOBECOM Mohammad A. Salahuddin, Halima Elbiaze, Wessam Ajib, Roch H. Glitho
2015	J	`jnl`	Social Network Analysis Inspired Content Placement with QoS in Cloud-based Content Delivery Networks. CoRR Mohammad A. Salahuddin, Halima Elbiaze, Wessam Ajib, Roch H. Glitho
2014	J	`jnl`	Exploiting Context Severity to Achieve Opportunistic Service Differentiation in Vehicular Ad hoc Networks. IEEE Trans. Veh. Technol. Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani
2014	—	`conf`	RSU cloud and its resource management in support of enhanced vehicular applications. GLOBECOM Workshops Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui
2013	B	`conf`	Context severity based opportunistic service reprioritization for IEEE 802.11p VANETs. IWCMC Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Frederic Jacquelin, Yohan Shim
2012	—	`conf`	Opportunistic service promotion for end-to-end delay minimization in IEEE 802.11p vehicular networks. GLOBECOM Workshops Mohammad A. Salahuddin, Ala I. Al-Fuqaha
2011	B	`conf`	An efficient artificial landmark-based system for indoor and outdoor identification and localization. IWCMC Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Vinay B. Gavirangaswamy, Marko Ljucovic, Muhammad T. Anan