Mohammad Ali Salahuddin

According to our database, Mohammad Ali Salahuddin authored at least 61 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation.

Mahdieh Ahmadi, Arash Moayyedi, Muhammad Sulaiman, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh

IEEE Trans. Netw. Serv. Manag., October, 2024

AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification.

Navid Malekghaini, Elham Akbari, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

IEEE Trans. Netw. Serv. Manag., June, 2024

Signaling Storm in O-RAN: Challenges and Research Opportunities.

Azadeh Tabiban, Hyame Assem Alameddine, Mohammad A. Salahuddin, Raouf Boutaba

IEEE Commun. Mag., June, 2024

An approach for detecting multi-institution attacks.

Saif Zabarah, Omar Naman, Mohammad A. Salahuddin, Raouf Boutaba, Samer Al-Kiswany

Ann. des Télécommunications, April, 2024

HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning.

Jiaxang Tang, Zeshan Fayyaz, Mohammad A. Salahuddin, Raouf Boutaba, Zhi-Li Zhang, Ali Anwar

CoRR, 2024

MicroOpt: Model-driven Slice Resource Optimization in 5G and Beyond Networks.

Muhammad Sulaiman, Mahdieh Ahmadi, Bo Sun, Niloy Saha, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh

CoRR, 2024

Secure and Efficient Group Handover Protocol in 5G Non-Terrestrial Networks.

Bohan Zhang, Peng Hu, Ahmad Akbari Azirani, Mohammad Ali Salahuddin, Diogo Barradas, Noura Limam, Raouf Boutaba

Proceedings of the IEEE International Conference on Communications, 2024

Signalling Load-aware Conditional Handover in 5G Non-Terrestrial Networks.

Bohan Zhang, Mohammad A. Salahuddin, Peng Hu, Yunli Wang, Noura Limam, Bo Sun, Diogo Barradas, Raouf Boutaba

Proceedings of the 20th International Conference on Network and Service Management, 2024

2023

Coordinated Slicing and Admission Control Using Multi-Agent Deep Reinforcement Learning.

Muhammad Sulaiman, Arash Moayyedi, Mahdieh Ahmadi, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh

IEEE Trans. Netw. Serv. Manag., June, 2023

Deep learning for encrypted traffic classification in the face of data drift: An empirical study.

Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Comput. Networks, April, 2023

Spotting Anomalies at the Edge: Outlier Exposure-Based Cross-Silo Federated Learning for DDoS Detection.

Vahid Pourahmadi, Hyame Assem Alameddine, Mohammad Ali Salahuddin, Raouf Boutaba

IEEE Trans. Dependable Secur. Comput., 2023

FogJam: A Fog Service for Detecting Traffic Congestion in a Continuous Data Stream VANET.

Maycon L. M. Peixoto, Edson Mota, Adriano H. O. Maia, Wellington Lobato, Mohammad A. Salahuddin, Raouf Boutaba, Leandro A. Villas

Ad Hoc Networks, 2023

Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning.

Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh

Proceedings of the NOMS 2023, 2023

Generalizable GNN-based 5G RAN/MEC Slicing and Admission Control in Metropolitan Networks.

Arash Moayyedi, Mahdieh Ahmadi, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh

Proceedings of the NOMS 2023, 2023

FSTC: Dynamic Category Adaptation for Encrypted Network Traffic Classification.

Navid Malekghaini, Hauton Tsang, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the IFIP Networking Conference, 2023

Meta-ATMoS+: A Meta-Reinforcement Learning Framework for Threat Mitigation in Software-Defined Networks.

Hauton Tsang, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the 48th IEEE Conference on Local Computer Networks, 2023

Soteria: An Approach for Detecting Multi-Institution Attacks.

Saif Zabarah, Omar Naman, Mohammad A. Salahuddin, Raouf Boutaba, Samer Al-Kiswany

Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023

A Critical Study of Few-Shot Learning for Encrypted Traffic Classification.

Elham Akbari, Sheikh A. Tahmid, Navid Malekghaini, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Proceedings of the 19th International Conference on Network and Service Management, 2023

2022

Chronos: DDoS Attack Detection Using Time-Based Autoencoder.

Mohammad A. Salahuddin, Vahid Pourahmadi, Hyame Assem Alameddine, Md. Faizul Bari, Raouf Boutaba

IEEE Trans. Netw. Serv. Manag., 2022

Traffic classification in an increasingly encrypted web.

Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Commun. ACM, 2022

Multi-Agent Deep Reinforcement Learning for Slicing and Admission Control in 5G C-RAN.

Muhammad Sulaiman, Arash Moayyedi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Data Drift in DL: Lessons Learned from Encrypted Traffic Classification.

Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Proceedings of the IFIP Networking Conference, 2022

2021

Uncovering Lateral Movement Using Authentication Logs.

Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba

IEEE Trans. Netw. Serv. Manag., 2021

Efficient Replica Migration Scheme for Distributed Cloud Storage Systems.

Amina Mseddi, Mohammad A. Salahuddin, Mohamed Faten Zhani, Halima Elbiaze, Roch H. Glitho

IEEE Trans. Cloud Comput., 2021

A Look Behind the Curtain: Traffic Classification in an Increasingly Encrypted Web.

Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin

Proc. ACM Meas. Anal. Comput. Syst., 2021

Content Delivery Network Security: A Survey.

Milad Ghaznavi, Elaheh Jalalpour, Mohammad A. Salahuddin, Raouf Boutaba, Daniel Migault, Stere Preda

IEEE Commun. Surv. Tutorials, 2021

RDP-based Lateral Movement detection using Machine Learning.

Tim Bai, Haibo Bian, Mohammad A. Salahuddin, Abbas Abou Daya, Noura Limam, Raouf Boutaba

Comput. Commun., 2021

ATMoS+: Generalizable Threat Mitigation in SDN Using Permutation Equivariant and Invariant Deep Reinforcement Learning.

Hauton Tsang, Iman Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

IEEE Commun. Mag., 2021

AI-driven Closed-loop Automation in 5G and beyond Mobile Networks.

Raouf Boutaba, Nashid Shahriar, Mohammad A. Salahuddin, Shihabur Rahman Chowdhury, Niloy Saha, Alexander James

Proceedings of the FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible Networks Artificial Intelligence Supported Network Flexibility and Agility, 2021

2020

BotChase: Graph-Based Bot Detection Using Machine Learning.

Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

IEEE Trans. Netw. Serv. Manag., 2020

ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning.

Iman Akbari, Ezzeldin Tahoun, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the NOMS 2020, 2020

Time-based Anomaly Detection using Autoencoder.

Mohammad A. Salahuddin, Md. Faizul Bari, Hyame Assem Alameddine, Vahid Pourahmadi, Raouf Boutaba

Proceedings of the 16th International Conference on Network and Service Management, 2020

2019

Re-Architecting NFV Ecosystem with Microservices: State of the Art and Research Challenges.

Shihabur Rahman Chowdhury, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

IEEE Netw., 2019

A Machine Learning Approach for RDP-based Lateral Movement Detection.

Tim Bai, Haibo Bian, Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019

A Graph-Based Machine Learning Approach for Bot Detection.

Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Host in Danger? Detecting Network Intrusions from Authentication Logs.

Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba

Proceedings of the 15th International Conference on Network and Service Management, 2019

2018

A comprehensive survey on machine learning for networking: evolution, applications and research opportunities.

Raouf Boutaba, Mohammad A. Salahuddin, Noura Limam, Sara Ayoubi, Nashid Shahriar, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón

J. Internet Serv. Appl., 2018

Machine Learning for Cognitive Network Management.

Sara Ayoubi, Noura Limam, Mohammad A. Salahuddin, Nashid Shahriar, Raouf Boutaba, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón

IEEE Commun. Mag., 2018

A Cloud-Based Architecture for Multimedia Conferencing Service Provisioning.

Abbas Soltanian, Fatna Belqasmi, Sami Yangui, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze

IEEE Access, 2018

A Survey on Content Placement Algorithms for Cloud-Based Content Delivery Networks.

Mohammad A. Salahuddin, Jagruti Sahoo, Roch H. Glitho, Halima Elbiaze, Wessam Ajib

IEEE Access, 2018

ADS: Adaptive and dynamic scaling mechanism for multimedia conferencing services in the cloud.

Abbas Soltanian, Diala Naboulsi, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze, Constant Wette

Proceedings of the 15th IEEE Annual Consumer Communications & Networking Conference, 2018

2017

A Survey on Replica Server Placement Algorithms for Content Delivery Networks.

Jagruti Sahoo, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze, Wessam Ajib

IEEE Commun. Surv. Tutorials, 2017

Smart Cities: A Survey on Data Management, Security, and Enabling Technologies.

Ammar Gharaibeh, Mohammad A. Salahuddin, Sayed Jahed Hussini, Abdallah Khreishah, Issa Khalil, Mohsen Guizani, Ala I. Al-Fuqaha

IEEE Commun. Surv. Tutorials, 2017

Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare.

Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag M. Sallabi

Computer, 2017

Managing a cluster of IoT brokers in support of smart city applications.

Shadha Tabatabai, Ihab Mohammed, Ala I. Al-Fuqaha, Mohammad A. Salahuddin

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Popularity and Correlation-Aware Content Placement for Hierarchical Surrogates in Cloud-Based CDNs.

Mohammad A. Salahuddin, Amina Mseddi, Halima Elbiaze, Roch H. Glitho

Proceedings of the 2017 IEEE Global Communications Conference, 2017

NFV and SDN-based cost-efficient and agile value-added video services provisioning in content delivery networks.

Narjes T. Jahromi, Sami Yangui, Adel Larabi, Daniel Smith, Mohammad A. Salahuddin, Roch H. Glitho, Richard Brunner, Halima Elbiaze

Proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference, 2017

2016

Reinforcement learning for resource provisioning in the vehicular cloud.

Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani

IEEE Wirel. Commun., 2016

Scheduling Energy Harvesting Roadside Units in Vehicular Ad Hoc Networks.

Wassim S. Atoui, Mohammad Ali Salahuddin, Wessam Ajib, Mounir Boukadoum

Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

A Cloud Platform-as-a-Service for multimedia conferencing service provisioning.

Ahmad Ferdous Bin Alam, Abbas Soltanian, Sami Yangui, Mohammad Ali Salahuddin, Roch H. Glitho, Halima Elbiaze

Proceedings of the IEEE Symposium on Computers and Communication, 2016

A Hybrid Regression Model for Video Popularity-Based Cache Replacement in Content Delivery Networks.

Emira Ben Abdelkrim, Mohammad Ali Salahuddin, Halima Elbiaze, Roch H. Glitho

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Software-Defined Networking for RSU Clouds in Support of the Internet of Vehicles.

Mohammad Ali Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani

IEEE Internet Things J., 2015

Social Network Analysis Inspired Content Placement with QoS in Cloud Based Content Delivery Networks.

Mohammad A. Salahuddin, Halima Elbiaze, Wessam Ajib, Roch H. Glitho

Proceedings of the 2015 IEEE Global Communications Conference, 2015

A resource allocation mechanism for video mixing as a cloud computing service in multimedia conferencing applications.

Abbas Soltanian, Mohammad Ali Salahuddin, Halima Elbiaze, Roch H. Glitho

Proceedings of the 11th International Conference on Network and Service Management, 2015

On optimizing replica migration in distributed cloud storage systems.

Amina Mseddi, Mohammad Ali Salahuddin, Mohamed Faten Zhani, Halima Elbiaze, Roch H. Glitho

Proceedings of the 4th IEEE International Conference on Cloud Networking, 2015

2014

Exploiting Context Severity to Achieve Opportunistic Service Differentiation in Vehicular Ad hoc Networks.

Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani

IEEE Trans. Veh. Technol., 2014

RSU cloud and its resource management in support of enhanced vehicular applications.

Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui

Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

2013

Context severity based opportunistic service reprioritization for IEEE 802.11p VANETs.

Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Frederic Jacquelin, Yohan Shim

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

2012

Opportunistic service promotion for end-to-end delay minimization in IEEE 802.11p vehicular networks.

Mohammad A. Salahuddin, Ala I. Al-Fuqaha

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

2011

An efficient artificial landmark-based system for indoor and outdoor identification and localization.

Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Vinay B. Gavirangaswamy, Marko Ljucovic, Muhammad T. Anan

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

2004

Analytical Analysis of Data and Decision Fusion in Sensor Networks.

Zille Huma Kamal, Mohammad Ali Salahuddin, Ajay Gupta, Mark G. Terwilliger, Vijay Bhuse, Benjamin Beckmann

Proceedings of the International Conference on Embedded Systems and Applications, 2004