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Mohammad Ali Salahuddin 0001
Person information
- affiliation: University of Waterloo, David R. Cheriton School of Computer Science, Canada
Other persons with the same name
- Mohammad A. Salahuddin 0002 — University of Southern Queensland, Toowoomba, QLD, Australia
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2020 – today
- 2024
- [j28]Saif Zabarah, Omar Naman, Mohammad A. Salahuddin, Raouf Boutaba, Samer Al-Kiswany:
An approach for detecting multi-institution attacks. Ann. des Télécommunications 79(3-4): 257-270 (2024) - [j27]Azadeh Tabiban, Hyame Assem Alameddine, Mohammad A. Salahuddin, Raouf Boutaba:
Signaling Storm in O-RAN: Challenges and Research Opportunities. IEEE Commun. Mag. 62(6): 58-64 (2024) - [j26]Navid Malekghaini, Elham Akbari, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphanie Tuffin:
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21(3): 2715-2730 (2024) - [j25]Mahdieh Ahmadi, Arash Moayyedi, Muhammad Sulaiman, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh:
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation. IEEE Trans. Netw. Serv. Manag. 21(5): 5384-5399 (2024) - [c31]Bohan Zhang, Peng Hu, Ahmad Akbari Azirani, Mohammad Ali Salahuddin, Diogo Barradas, Noura Limam, Raouf Boutaba:
Secure and Efficient Group Handover Protocol in 5G Non-Terrestrial Networks. ICC 2024: 5063-5068 - [i15]Bohan Zhang, Peng Hu, Ahmad Akbari Azirani, Mohammad Ali Salahuddin, Diogo Barradas, Noura Limam, Raouf Boutaba:
Secure and Efficient Group Handover Protocol in 5G Non-Terrestrial Networks. CoRR abs/2403.13936 (2024) - [i14]Muhammad Sulaiman, Mahdieh Ahmadi, Bo Sun, Niloy Saha, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh:
MicroOpt: Model-driven Slice Resource Optimization in 5G and Beyond Networks. CoRR abs/2407.18342 (2024) - [i13]Jiaxang Tang, Zeshan Fayyaz, Mohammad A. Salahuddin, Raouf Boutaba, Zhi-Li Zhang, Ali Anwar:
HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning. CoRR abs/2409.07631 (2024) - 2023
- [j24]Maycon L. M. Peixoto, Edson Mota, Adriano H. O. Maia, Wellington Lobato, Mohammad A. Salahuddin, Raouf Boutaba, Leandro A. Villas:
FogJam: A Fog Service for Detecting Traffic Congestion in a Continuous Data Stream VANET. Ad Hoc Networks 140: 103046 (2023) - [j23]Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin:
Deep learning for encrypted traffic classification in the face of data drift: An empirical study. Comput. Networks 225: 109648 (2023) - [j22]Vahid Pourahmadi, Hyame Assem Alameddine, Mohammad Ali Salahuddin, Raouf Boutaba:
Spotting Anomalies at the Edge: Outlier Exposure-Based Cross-Silo Federated Learning for DDoS Detection. IEEE Trans. Dependable Secur. Comput. 20(5): 4002-4015 (2023) - [j21]Muhammad Sulaiman, Arash Moayyedi, Mahdieh Ahmadi, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh:
Coordinated Slicing and Admission Control Using Multi-Agent Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 20(2): 1110-1124 (2023) - [c30]Elham Akbari, Sheikh A. Tahmid, Navid Malekghaini, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin:
A Critical Study of Few-Shot Learning for Encrypted Traffic Classification. CNSM 2023: 1-9 - [c29]Saif Zabarah, Omar Naman, Mohammad A. Salahuddin, Raouf Boutaba, Samer Al-Kiswany:
Soteria: An Approach for Detecting Multi-Institution Attacks. ICIN 2023: 113-120 - [c28]Hauton Tsang, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba:
Meta-ATMoS+: A Meta-Reinforcement Learning Framework for Threat Mitigation in Software-Defined Networks. LCN 2023: 1-9 - [c27]Navid Malekghaini, Hauton Tsang, Mohammad Ali Salahuddin, Noura Limam, Raouf Boutaba:
FSTC: Dynamic Category Adaptation for Encrypted Network Traffic Classification. IFIP Networking 2023: 1-9 - [c26]Arash Moayyedi, Mahdieh Ahmadi, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh:
Generalizable GNN-based 5G RAN/MEC Slicing and Admission Control in Metropolitan Networks. NOMS 2023: 1-9 - [c25]Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh:
Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning. NOMS 2023: 1-9 - [i12]Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad Ali Salahuddin, Raouf Boutaba, Aladdin Saleh:
Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning. CoRR abs/2306.09290 (2023) - [i11]Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin:
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification. CoRR abs/2308.02182 (2023) - 2022
- [j20]Iman Akbari, Mohammad A. Salahuddin, Leni Ven, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin:
Traffic classification in an increasingly encrypted web. Commun. ACM 65(10): 75-83 (2022) - [j19]Mohammad A. Salahuddin, Vahid Pourahmadi, Hyame Assem Alameddine, Md. Faizul Bari, Raouf Boutaba:
Chronos: DDoS Attack Detection Using Time-Based Autoencoder. IEEE Trans. Netw. Serv. Manag. 19(1): 627-641 (2022) - [c24]Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba, Bertrand Mathieu, Stephanie Moteau, Stéphane Tuffin:
Data Drift in DL: Lessons Learned from Encrypted Traffic Classification. IFIP Networking 2022: 1-9 - [c23]Muhammad Sulaiman, Arash Moayyedi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh:
Multi-Agent Deep Reinforcement Learning for Slicing and Admission Control in 5G C-RAN. NOMS 2022: 1-9 - 2021
- [j18]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): 105-111 (2021) - [j17]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: 9-19 (2021) - [j16]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): 2166-2190 (2021) - [j15]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): 04:1-04:26 (2021) - [j14]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): 155-167 (2021) - [j13]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): 1049-1063 (2021) - [c22]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: 1-6 - [c21]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: 23-24 - 2020
- [j12]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): 15-29 (2020) - [c20]Mohammad A. Salahuddin, Md. Faizul Bari, Hyame Assem Alameddine, Vahid Pourahmadi, Raouf Boutaba:
Time-based Anomaly Detection using Autoencoder. CNSM 2020: 1-9 - [c19]Iman Akbari, Ezzeldin Tahoun, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba:
ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning. NOMS 2020: 1-9
2010 – 2019
- 2019
- [j11]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): 168-176 (2019) - [c18]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: 1-9 - [c17]Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba:
A Graph-Based Machine Learning Approach for Bot Detection. IM 2019: 144-152 - [c16]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: 242-245 - [i10]Abbas Abou Daya, Mohammad A. Salahuddin, Noura Limam, Raouf Boutaba:
A Graph-Based Machine Learning Approach for Bot Detection. CoRR abs/1902.08538 (2019) - 2018
- [j10]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: 91-114 (2018) - [j9]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: 9792-9806 (2018) - [j8]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): 158-165 (2018) - [j7]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): 16:1-16:99 (2018) - [c15]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: 1-6 - [i9]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani:
Reinforcement Learning for Resource Provisioning in Vehicular Cloud. CoRR abs/1805.11000 (2018) - [i8]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag M. Sallabi:
Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare. CoRR abs/1805.11011 (2018) - 2017
- [j6]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Khaled Shuaib, Farag M. Sallabi:
Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare. Computer 50(7): 74-79 (2017) - [j5]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): 1002-1026 (2017) - [j4]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): 2456-2501 (2017) - [c14]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: 671-677 - [c13]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: 1-6 - [c12]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: 1-6 - [i7]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani, Soumaya Cherkaoui:
RSU Cloud and its Resource Management in support of Enhanced Vehicular Applications. CoRR abs/1706.06921 (2017) - [i6]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 abs/1711.02150 (2017) - 2016
- [j3]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani:
Reinforcement learning for resource provisioning in the vehicular cloud. IEEE Wirel. Commun. 23(4): 128-135 (2016) - [c11]Emira Ben Abdelkrim, Mohammad Ali Salahuddin, Halima Elbiaze, Roch H. Glitho:
A Hybrid Regression Model for Video Popularity-Based Cache Replacement in Content Delivery Networks. GLOBECOM 2016: 1-7 - [c10]Ahmad Ferdous Bin Alam, Abbas Soltanian, Sami Yangui, Mohammad Ali Salahuddin, Roch H. Glitho, Halima Elbiaze:
A Cloud Platform-as-a-Service for multimedia conferencing service provisioning. ISCC 2016: 289-294 - [c9]Wassim S. Atoui, Mohammad Ali Salahuddin, Wessam Ajib, Mounir Boukadoum:
Scheduling Energy Harvesting Roadside Units in Vehicular Ad Hoc Networks. VTC Fall 2016: 1-5 - [i5]Ahmad F. B. Alam, Abbas Soltanian, Sami Yangui, Mohammad Ali Salahuddin, Roch H. Glitho, Halima Elbiaze:
A Cloud Platform-as-a-Service for Multimedia Conferencing Service Provisioning. CoRR abs/1605.00305 (2016) - [i4]Jagruti Sahoo, Mohammad Ali Salahuddin, Roch H. Glitho, Halima Elbiaze, Wessam Ajib:
A Survey on Replica Server Placement Algorithms for Content Delivery Networks. CoRR abs/1611.01729 (2016) - 2015
- [j2]Mohammad Ali Salahuddin, Ala I. Al-Fuqaha, Mohsen Guizani:
Software-Defined Networking for RSU Clouds in Support of the Internet of Vehicles. IEEE Internet Things J. 2(2): 133-144 (2015) - [c8]Amina Mseddi, Mohammad Ali Salahuddin, Mohamed Faten Zhani, Halima Elbiaze, Roch H. Glitho:
On optimizing replica migration in distributed cloud storage systems. CloudNet 2015: 191-197 - [c7]Abbas Soltanian, Mohammad Ali Salahuddin, Halima Elbiaze, Roch H. Glitho:
A resource allocation mechanism for video mixing as a cloud computing service in multimedia conferencing applications. CNSM 2015: 43-49 - [c6]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: 1-6 - [i3]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 abs/1506.08348 (2015) - [i2]Amina Mseddi, Mohammad Ali Salahuddin, Mohamed Faten Zhani, Halima Elbiaze, Roch H. Glitho:
On Optimizing Replica Migration in Distributed Cloud Storage Systems. CoRR abs/1509.01330 (2015) - [i1]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 abs/1509.06792 (2015) - 2014
- [j1]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): 2901-2915 (2014) - [c5]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: 127-132 - 2013
- [c4]Mohammad A. Salahuddin, Ala I. Al-Fuqaha, Frederic Jacquelin, Yohan Shim:
Context severity based opportunistic service reprioritization for IEEE 802.11p VANETs. IWCMC 2013: 1623-1628 - 2012
- [c3]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: 180-185 - 2011
- [c2]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: 583-588
2000 – 2009
- 2004
- [c1]Zille Huma Kamal, Mohammad Ali Salahuddin, Ajay Gupta, Mark G. Terwilliger, Vijay Bhuse, Benjamin Beckmann:
Analytical Analysis of Data and Decision Fusion in Sensor Networks. ESA/VLSI 2004: 263-272
Coauthor Index
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last updated on 2024-11-07 20:31 CET by the dblp team
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