| 2025 | VTC | Leveraging Contractive Autoencoders for Time-Efficient Rare Cyberattack Detection. | Abubakar Danasabe, Zeeshan Kaleem, Muhammad Afaq, Aiman El-Maleh, Chau Yuen, Abbas Jamalipour |
| 2023 | APNOMS | Blockchain and Intent-Based Networking: A Novel Approach to Secure and Accurate Network Policy Implementation. | Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song |
| 2023 | NOMS | An Intent-Based Networking mechanism: A study case for efficient path selection using Graph Neural Networks. | Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Sajid Alam, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song |
| 2023 | UCC | PPS: A Packets Pattern-based Video Identification in Encrypted Network Traffic. | Syed Muhammad Ammar Hassan Bukhari, Muhammad Afaq, Wang-Cheol Song |
| 2022 | APNOMS | Software Defined Perimeter Monitoring and Blockchain-Based Verification of Policy Mapping. | Waleed Akbar, Javier Jose Diaz Rivera, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song |
| 2022 | APNOMS | Proactive Intent Policy Activation: An ML-Assisted Resource Forecasting Approach. | Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song |
| 2022 | APNOMS | Multi-Class Traffic Density Forecasting in IoV using Spatio-Temporal Graph Neural Networks. | Asif Mehmood, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song |
| 2022 | APNOMS | Secure enrollment token delivery for Zero Trust networks using blockchain. | Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song |
| 2022 | APNOMS | GENEVE@TEIN: A Sophisticated Tunneling Technique for Communication between OpenStack-based Multiple Clouds at TEIN. | Mir Muhammad Suleman Sarwar, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song |
| 2022 | NOMS | Ensemble Learning-based Network Data Analytics for Network Slice Orchestration and Management: An Intent-Based Networking Mechanism. | Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song |
| 2022 | WoWMoM | Automation of network anomaly detection and mitigation with the use of IBN: A deployment case on KOREN. | Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Asif Mehmood, Wang-Cheol Song |
| 2021 | APNOMS | Network Data Analytics Function for IBN-based Network Slice Lifecycle Management. | Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Javier Jose Diaz Rivera, Wang-Cheol Song |
| 2021 | APNOMS | Machine Learning-based Cache Optimization on MEC Platform. | Waleed Akbar, Muhammad Afaq, Javier Jose Diaz Rivera, Wang-Cheol Song |
| 2021 | APNOMS | Applying RouteNet and LSTM to Achieve Network Automation: An Intent-based Networking Approach. | Talha Ahmed Khan, Khizar Abbas, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song |
| 2021 | APNOMS | A Road-aware Approach for Hierarchical Routing in IoV based on Intents and Q-values. | Asif Mehmood, Talha Ahmed Khan, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song |
| 2021 | IM | Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV). | Muhammad Afaq, Muhammad Saqib, Wang-Cheol Song |
| 2021 | NetSoft | Intent-based Networking Approach for Service Route and QoS control on KOREN SDI. | Talha Ahmed Khan, Muhammad Afaq, Waleed Akbar, Asif Mehmood, Adeel Rafiq, Wang-Cheol Song |
| 2021 | SAC | Intent-based networking platform: an automated approach for policy and configuration of next-generation networks. | Talha Ahmed Khan, Muhammad Afaq, Khizar Abbas, Wang-Cheol Song |
| 2020 | APNOMS | IBNSlicing: Intent-Based Network Slicing Framework for 5G Networks using Deep Learning. | Khizar Abbas, Muhammad Afaq, Talha Ahmed Khan, Asif Mehmood, Wang-Cheol Song |
| 2020 | APNOMS | Generic Intent-based Networking Platform for E2E Network Slice Orchestration & Lifecycle Management. | Talha Ahmed Khan, Khizar Abbas, Adeel Rafique, Muhammad Afaq, Wang-Cheol Song |
| 2020 | APNOMS | Mobility Performance Enhancement in Small Cells Cluster of 5G Network: A Handover Overhead Reduction Approach. | Adeel Rafiq, Muhammad Afaq, Wang-Cheol Song |
| 2020 | APNOMS | Distributed SDN Based Network State Aware Architecture for Flying Ad-hoc Network. | Muhammad Saqib, Asif Mehmood, Adeel Rafiq, Muhammad Afaq, Wang-Cheol Song |
| 2020 | NOMS | Intent-Based Orchestration of Network Slices and Resource Assurance using Machine Learning. | Talha Ahmed Khan, Asif Mehmood, Javier Jose Diaz Rivera, Muhammad Afaq, Khizar Abbas, Wang-Cheol Song |
| 2020 | VTC | An End-to-end Intelligent Network Resource Allocation in IoV: A Machine Learning Approach. | Muhammad Afaq, Talha Ahmed Khan, Khizar Abbas, Wang-Cheol Song |
| 2016 | APNOMS | sFlow-based resource utilization monitoring in clouds. | Muhammad Afaq, Wang-Cheol Song |
| 2015 | APNOMS | Visualization of elephant flows and QoS provisioning in SDN-based networks. | Muhammad Afaq, Shafqat Ur Rehman, Wang-Cheol Song |