Mohammad A. Salahuddin

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 32

Top Topics

Machine Learning

Social Network Analysis

Anomaly Detection

Top Venues

IEEE Commun. Surv. Tutorials

IEEE Commun. Mag.

Publications

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)
Hauton Tsang, Iman Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
ATMoS+: Generalizable Threat Mitigation in SDN Using Permutation Equivariant and Invariant Deep Reinforcement Learning. IEEE Commun. Mag. 59 (12) (2021)
Amina Mseddi, Mohammad A. Salahuddin, Mohamed Faten Zhani, Halima Elbiaze, Roch H. Glitho
Efficient Replica Migration Scheme for Distributed Cloud Storage Systems. IEEE Trans. Cloud Comput. 9 (1) (2021)
Milad Ghaznavi, Elaheh Jalalpour, Mohammad A. Salahuddin, Raouf Boutaba, Daniel Migault, Stere Preda
Content Delivery Network Security: A Survey. IEEE Commun. Surv. Tutorials 23 (4) (2021)
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) (2021)
Tim Bai, Haibo Bian, Mohammad A. Salahuddin, Abbas Abou Daya, Noura Limam, Raouf Boutaba
RDP-based Lateral Movement detection using Machine Learning. Comput. Commun. 165 (2021)
Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba
Uncovering Lateral Movement Using Authentication Logs. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Raouf Boutaba, Nashid Shahriar, Mohammad A. Salahuddin, Shihabur Rahman Chowdhury, Niloy Saha, Alexander James
AI-driven Closed-loop Automation in 5G and beyond Mobile Networks. FlexNets@SIGCOMM (2021)
Mohammad A. Salahuddin, Md. Faizul Bari, Hyame Assem Alameddine, Vahid Pourahmadi, Raouf Boutaba
Time-based Anomaly Detection using Autoencoder. CNSM (2020)
Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
BotChase: Graph-Based Bot Detection Using Machine Learning. IEEE Trans. Netw. Serv. Manag. 17 (1) (2020)
Iman Akbari, Ezzeldin Tahoun, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning. NOMS (2020)
Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
A Graph-Based Machine Learning Approach for Bot Detection. IM (2019)
Shihabur Rahman Chowdhury, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
Re-Architecting NFV Ecosystem with Microservices: State of the Art and Research Challenges. IEEE Netw. 33 (3) (2019)
Tim Bai, Haibo Bian, Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
A Machine Learning Approach for RDP-based Lateral Movement Detection. LCN (2019)
Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba
A Graph-Based Machine Learning Approach for Bot Detection. CoRR (2019)
Haibo Bian, Tim Bai, Mohammad A. Salahuddin, Noura Limam, Abbas Abou Daya, Raouf Boutaba
Host in Danger? Detecting Network Intrusions from Authentication Logs. CNSM (2019)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag Sallabi
Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare. CoRR (2018)
Sara Ayoubi, Noura Limam, Mohammad A. Salahuddin, Nashid Shahriar, Raouf Boutaba, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón
Machine Learning for Cognitive Network Management. IEEE Commun. Mag. 56 (1) (2018)
Abbas Soltanian, Diala Naboulsi, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze, Constant Wette
ADS: Adaptive and dynamic scaling mechanism for multimedia conferencing services in the cloud. CCNC (2018)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani
Reinforcement Learning for Resource Provisioning in Vehicular Cloud. CoRR (2018)
Mohammad A. Salahuddin, Jagruti Sahoo, Roch H. Glitho, Halima Elbiaze, Wessam Ajib
A Survey on Content Placement Algorithms for Cloud-Based Content Delivery Networks. IEEE Access 6 (2018)
Raouf Boutaba, Mohammad A. Salahuddin, Noura Limam, Sara Ayoubi, Nashid Shahriar, Felipe Estrada Solano, Oscar Maurício Caicedo Rendón
A comprehensive survey on machine learning for networking: evolution, applications and research opportunities. J. Internet Serv. Appl. 9 (1) (2018)
Abbas Soltanian, Fatna Belqasmi, Sami Yangui, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze
A Cloud-Based Architecture for Multimedia Conferencing Service Provisioning. IEEE Access 6 (2018)
Abbas Soltanian, Diala Naboulsi, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze, Constant Wette
ADS: Adaptive and Dynamic Scaling Mechanism for Multimedia Conferencing Services in the Cloud. CoRR (2017)
Mohammad A. Salahuddin, Amina Mseddi, Halima Elbiaze, Roch H. Glitho
Popularity and Correlation-Aware Content Placement for Hierarchical Surrogates in Cloud-Based CDNs. GLOBECOM (2017)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui
RSU Cloud and its Resource Management in support of Enhanced Vehicular Applications. CoRR (2017)
Shadha Tabatabai, Ihab Mohammed, Ala I. Al-Fuqaha, Mohammad A. Salahuddin
Managing a cluster of IoT brokers in support of smart city applications. PIMRC (2017)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag Sallabi
Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare. Computer 50 (7) (2017)
Narjes T. Jahromi, Sami Yangui, Adel Larabi, Daniel Smith, Mohammad A. Salahuddin, Roch H. Glitho, Richard Brunner, Halima Elbiaze
NFV and SDN-based cost-efficient and agile value-added video services provisioning in content delivery networks. CCNC (2017)
Ammar Gharaibeh, Mohammad A. Salahuddin, Sayed Jahed Hussini, Abdallah Khreishah, Issa Khalil, Mohsen Guizani, Ala I. Al-Fuqaha
Smart Cities: A Survey on Data Management, Security, and Enabling Technologies. IEEE Commun. Surv. Tutorials 19 (4) (2017)
Jagruti Sahoo, Mohammad A. Salahuddin, Roch H. Glitho, Halima Elbiaze, Wessam Ajib
A Survey on Replica Server Placement Algorithms for Content Delivery Networks. IEEE Commun. Surv. Tutorials 19 (2) (2017)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani
Reinforcement learning for resource provisioning in the vehicular cloud. IEEE Wirel. Commun. 23 (4) (2016)
Mohammad A. Salahuddin, Halima Elbiaze, Wessam Ajib, Roch H. Glitho
Social Network Analysis Inspired Content Placement with QoS in Cloud Based Content Delivery Networks. GLOBECOM (2015)
Abbas Soltanian, Mohammad A. Salahuddin, Halima Elbiaze, Roch H. Glitho
A Resource Allocation Mechanism for Video Mixing as a Cloud Computing Service in Multimedia Conferencing Applications. CoRR (2015)
Mohammad A. Salahuddin, Halima Elbiaze, Wessam Ajib, Roch H. Glitho
Social Network Analysis Inspired Content Placement with QoS in Cloud-based Content Delivery Networks. CoRR (2015)
Mohammad A. Salahuddin, Khorshed Alam
Internet usage, electricity consumption and economic growth in Australia: A time series evidence. Telematics Informatics 32 (4) (2015)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani
Exploiting Context Severity to Achieve Opportunistic Service Differentiation in Vehicular Ad hoc Networks. IEEE Trans. Veh. Technol. 63 (6) (2014)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui
RSU cloud and its resource management in support of enhanced vehicular applications. GLOBECOM Workshops (2014)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Frederic Jacquelin, Yohan Shim
Context severity based opportunistic service reprioritization for IEEE 802.11p VANETs. IWCMC (2013)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha
Opportunistic service promotion for end-to-end delay minimization in IEEE 802.11p vehicular networks. GLOBECOM Workshops (2012)
Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Vinay B. Gavirangaswamy, Marko Ljucovic, Muhammad T. Anan
An efficient artificial landmark-based system for indoor and outdoor identification and localization. IWCMC (2011)