Publications

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International Journals

1. Umer Majeed, Sheikh Salman Hassan, Zhu Han, and Choong Seon Hong, “DAO-FL: Enabling Decentralized Input and Output Verification in Federated Learning with Decentralized Autonomous Organizations,” TechRxiv. Preprint, Dec 2023.

2. Umer Majeed, L. U. Khan, Sheikh Salman Hassan, Zhu Han, and Choong Seon Hong, “FL-Incentivizer: FL-NFT and FL-Tokens for Federated Learning Model Trading and Training,” IEEE Access, Jan 2023.

3. Abdullah Yousafzai, Latif U Khan, Umer Majeed, Owais Hakeem, Choong Seon Hong, “FedMarket: A Cryptocurrency Driven Marketplace for Mobile Federated Learning Services,” IEEE Access, Aug 2022. (DOI: 10.1109/ACCESS.2022.3199369)

4. Umer Majeed, L. U. Khan, Abdullah Yousafzai, Zhu Han, Bang Ju Park and Choong Seon Hong, “ST-BFL: A Structured Transparency empowered cross-silo Federated Learning on the Blockchain framework,” IEEE Access, Nov 2021. (DOI: 10.1109/ACCESS.2021.3128622)

5. Umer Majeed, Latif U. Khan, Ibrar Yaqoob, SM Ahsan Kazmi, Khaled Salah, Choong Seon Hong, “Blockchain for IoT-based Smart Cities: Recent Advances, Requirements, and Future,” Journal of Network and Computer Application, Vol. 181, pp.1-22, May 2021. (DOI: 10.1016/j.jnca.2021.103007)

International Conferences

1. Sheikh Salman Hassan, Umer Majeed, Zhu Han, Choong Seon Hong, “SFL-LEO: Secure Federated Learning Computation Based on LEO Satellites for 6G Non-Terrestrial Networks,” IEEE/IFIP Network Operations and Management Symposium (NOMS 2023), 08-12 May 2023, Miami, FL, USA. (DOI: 10.1109/NOMS56928.2023.10154226)
2. Umer Majeed, Sheikh Salman Hassan, Choong Seon Hong, “Cross-Silo Model-Based Secure Federated Transfer Learning for Flow-Based Traffic Classification,” International Conference on Information Networking (ICOIN 2021), Jan 13 - 16, 2021, Jeju Island, Korea (South). (DOI: 10.1109/ICOIN50884.2021.9333905)
3. Sheikh Salman Hassan, Umer Majeed, Choong Seon Hong, “Reliable Integrated Space-Oceanic Network Profit Maximization by Bender Decomposition Approach,” International Conference on Information Networking (ICOIN 2021), Jan 13 - 16, 2021, Jeju Island, Korea (South). (DOI: 10.1109/ICOIN50884.2021.9333882)
4. Umer Majeed, Latif U. Khan, Choong Seon Hong, “Cross-Silo Horizontal Federated Learning for Flow-based Time-related-Features Oriented Traffic Classification,” 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020), September 22 - 25, 2020, Daegu, Korea (South). (DOI: 10.23919/APNOMS50412.2020.9236971)
5. Latif U. Khan, Umer Majeed, Choong Seon Hong, “Federated Learning for Cellular Networks: Joint User Association and Resource Allocation,” 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020), September 22 - 25, 2020, Daegu, Korea (South). (DOI: 10.23919/APNOMS50412.2020.9237045)
6. Umer Majeed, Choong Seon Hong, “FLchain: Federated Learning via MEC-enabled Blockchain Network,” 20th Asia-Pacific Network Operations and Management Symposium (APNOMS 2019), September 18 - 20, 2019, Matsue, Japan. (DOI: 10.23919/APNOMS.2019.8892848)

Domestic Journals (Korean)

1. Umer Majeed, Kitae Kim, Choong Seon Hong, “Mining Pool Selection Strategy in Blockchain Networks: A Probabilistic Approach),” KIISE Transactions on Computing Practices, Vol. 26, No. 6, pp. 280-285, June 2020. (DOI: 10.5626/KTCP.2020.26.6.280)

Domestic Conferences (Korean)

1. Sheikh Salman Hassan, Umer Majeed, Choong Seon Hong, “Energy Efficient UAVs and Internet of Everything Networks Deployment via Genetic Algorithm”, 2022년 한국컴퓨터종합학술대회(KCC 2022), 2022.06.
2. Umer Majeed, Choong Seon Hong, “Multi-dimensional knapsack problem for Resource Allocation to UEs through UAV,” 2021년 한국소프트웨어종합학술대회(KSC 2021), 2021.12.21~23.

3. Sheikh Salman Hassan, Umer Majeed, Choong Seon Hong, “LS-NRO: LEO-Satellite Network Resources Optimization for Future 6G Communication Systems”, 2021년 한국소프트웨어종합학술대회(KSC 2021), 2021.12.21~23.

4. Umer Majeed, Sheikh Salman Hassan, Choong Seon Hong, “Vanilla Split Learning for Transportation Mode Detection using Diverse Smartphone Sensors”, 2021년 한국컴퓨터종합학술대회(KCC 2021), 2021.06.23.

5. Sheikh Salman Hassan, Umer Majeed, Choong Seon Hong, “On-Demand Unmanned Aerial Vehicle Deployment and Profit Maximization for Internet of Maritime Things Networks”, 2021년 한국컴퓨터종합학술대회(KCC 2021), 2021.06.23.
6. Umer Majeed, Choong Seon Hong, “A Transfer Learning Approach for Rapid Classification of Networks Traffic,” 2020년 한국소프트웨어종합학술대회(KSC 2020), 2020.12.21~23.
7. Umer Majeed, Choong Seon Hong, “Blockchain-assisted Ensemble Federated Learning for Automatic Modulation Classification in Wireless Networks,” 2020년 한국컴퓨터종합학술대회(KCC 2020), 2020.07.02~04.
8. Latif Ullah Khan, Umer Majeed, Choong Seon Hong, “A Resource Optimization Framework for Federated Learning Over Wireless Networks”, 2020년 통신망운용관리학술대회(KNOM 2020), 2020.05.15.
9. Umer Majeed, Choong Seon Hong, “EFLChain: Ensemble Learning via Federated Learning over Blockchain network: a framework”, 2019년 한국소프트웨어종합학술대회(KSC 2019), 2019.12.18~12.20.
10. Umer Majeed, Choong Seon Hong, “Probabilistic Approach towards Mining Pool Selection in Blockchain Networks”, 2019년 한국컴퓨터종합학술대회(KCC 2019), 2019.6.26~6.28.
11. Ibrar Yaqoob, Umer Majeed, Choong Seon Hong, “An Information Fusion based Framework for Social Big Data”, 2019년 한국컴퓨터종합학술대회(KCC 2019), 2019.6.26~6.28.
12. Latif U. Khan, Umer Majeed, Choong Seon Hong, “A Hierarchical Caching Framework for 5G Cellular Networks”, 2019년 한국컴퓨터종합학술대회(KCC 2019), 2019.6.26~6.28.
13. Umer Majeed, Choong Seon Hong, “Blockchain Driven Knowledge Acquisition Systems: A General Framework”, 2018년 한국컴퓨터종합학술대회(KSC 2018), 2018.12.19~12.21
14. Ibrar Yaqoob, Umer Majeed, Choong Seon Hong, “Towards Real-Time Analytics for Mobile Big Data using the Edge Computing”, 2018년 한국컴퓨터종합학술대회(KCC 2018), 2018.6.20~6.22.
15. Umer Majeed, Choong Seon Hong, “On the Proof-of-Work Puzzle Hardness in Bitcoin Blockchain”, 2018년 한국컴퓨터종합학술대회(KCC 2018), 2018.6.20~6.22.
16. Umer Majeed, Choong Seon Hong, “Markov Chain based Analytics of Requests Caching at Network Edge”, 2017 한국소프트웨어종합학술대회(KSC 2017), 2017.12.20.~12.22.
17. Umer Majeed, Choong Seon Hong, “Smart Patient Monitoring over a M2M Framework”, 2017년 한국컴퓨터종합학술대회(KCC 2017), 2017.06.18.~06.20.