Dr Muhammad Usman - Research
Research publications
Journals
- Waheed, X. He, M. Ikram, M. Usman, S. S. Hashmi, and M. Usman, “Security and Privacy in IoT Using Machine Learning and Blockchain: Threats & Countermeasures”, ACM Computing Surveys, Accepted for publication on 20 July 2020 (In press).
- M. Usman, M. A. Jan, X. He, and J. Chen, “A Survey on Big Multimedia Data Processing and Management in Smart Cities”, ACM Computing Surveys, Vol. 52, No. 03, July 2019.
- M. Usman, M. A. Jan, X. He, and J. Chen, “A Survey on Representation Learning Efforts in Cyber Security Domain”, ACM Computing Surveys, Vol. 52, No. 06, November 2019.
- M. Usman, M. A. Jan, A. Jolfaei, M. Xu, X. He, D. Puthal, and J. Chen, “DaaC: A Distributed and Anonymous Data Collection Framework based on Multi-Level Edge Computing Architecture”, IEEE Transactions on Industrial Informatics, Vol. 16, No. 09, pp: 6114-6123, September 2020.
- T. Han, S. R. U. Jan, Z. Tan, M. Usman, M. A. Jan, R. Khan, and Y. Xu, “A Comprehensive Survey of Security Threats and Their Mitigation Techniques for Next-Generation SDN Controllers”, Concurrency and Computation: Practice and Experience, Wiley Publications, Vol. 32, No. 16, August 2020.
- M. Usman, M. A. Jan, X. He, and J. Chen, “A Privacy-Preserving-based Data Collection and Analysis Framework for IoMT Applications”, IEEE Journal on Selected Areas in Communications, Vol. 37, No. 06, pp: 1222-1230, June 2019.
- M. Usman, M. A. Jan, and A. Jolfaie, “SPEED: A Deep Learning Assisted Privacy-Preserved Framework for Intelligent Transportation Systems”, IEEE Transactions on Intelligent Transportation Systems, Accepted for publication on 17 September 2020 (In press).
- J. Malik, A. Akhunzada, I. Bibi, M. Talha, M. A. Jan, and M. Usman, “Security-aware Data-driven Intelligent Transportation Systems”, IEEE Sensors Journal, Accepted for publication on 29 July 2020 (In press).
- M. Usman, A. Jolfaei, and M. A. Jan, “"RaSEC: An Intelligent Framework for Reliable and Secure Multi-Level Edge Computing in Industrial Environments”, IEEE Transactions on Industry Applications, Vol. 56, No. 04, pp: 4543-4551, August 2020.
- K. S. Sahoo, D. Puthal, M. Tiwary, M. Usman, B. Sahoo, Z. Wen, B. P. S. Sahoo, and R. Ranjan, “ESLMB: An Efficient Switch Migration based Load Balancing for Multi-Controller SDN in IoT”, IEEE Internet of Things Journal, Vol. 07, No. 07, pp: 5852-5860, July 2020.
- M. Usman, M. A. Jan, and D. Puthal, “PAAL: A Framework based on Authentication, Aggregation and Local Differential Privacy for Internet of Multimedia Things”, IEEE Internet of Things Journal, Vol. 07, No. 04, pp: 2501-2508, April 2020.
- R. Khan, M. Zakarya, Z. Tan, M. Usman, M. A. Jan, and M. Khan, “PFARS: Enhancing Throughput and Lifetime of Heterogeneous WSNs through Power-aware Fusion, Aggregation and Routing Scheme”, International Journal of Communication Systems, Wiley Publications, Vol. 32, No. 18, November 2019.
- M. Usman, M. A. Jan, X. He, and P. Nanda, “QASEC: A Secured Data Communication Scheme for Mobile Ad-hoc Networks”, Future Generation Computer Systems, Elsevier, Vol. 109, pp: 604-610, August 2020.
- M. A. Jan, W. Zhang, M. Usman, Z. Tan, F. Khan, and E. Luo, “SmartEdge: An End-to-End Encryption Framework for an Edge-enabled Smart City Application”, Journal of Network and Computer Applications, Elsevier, Vol. 137, pp: 1-10, May 2019.
- M. Usman, M. A. Jan, X. He, and J. Chen, “A Mobile Multimedia Data Collection Scheme for Secured Wireless Multimedia Sensor Networks”, IEEE Transactions on Network Science and Engineering, Vol. 07, No. 01, pp: 274-284, March 2020.
- M. Usman, X. He, K. Lam, M. Xu, M. M. Bokhari, and J. Chen, “Error Concealment for Cloud-based and Scalable Video Coding of HD Videos”, IEEE Transactions on Cloud Computing, Vol. 07, No. 04, pp: 975-987, December 2019.
- M. A. Jan, M. Usman, X. He, and A. Rehman, “SAMS: A Seamless and Authorized Multimedia Streaming Framework for WMSN-based IoMT”, IEEE Internet of Things Journal, Vol. 06, No. 02, pp: 1576-1583, April 2019.
- S. R. U. Jan, M. A. Jan, R. Khan, H. Ullah, M. Alam, and M. Usman, “An Energy-Efficient and Congestion Control Data-Driven Approach for Cluster-based Sensor Networks”, Mobile Networks and Applications, Springer, Vol. 24, No. 04, pp: 1295-1305, August 2019.
- M. A. Jan, F. Khan, M. Alam and M. Usman, “A Payload-based Mutual Authentication Scheme for Internet of Things”, Future Generation Computer Systems, Elsevier, Vol. 92, pp: 1028-1039, March 2019.
- F. Khan, A. Rahman, M. Usman, Z. Tan and D. Puthal, “Performance of Cognitive Radio Sensor Networks using Hybrid Automatic Repeat request: stop-and-Wait”, Mobile Networks and Applications, Springer, Vol. 23, No. 03, pp: 479-488, June 2018.
- M. Usman, M. A. Jan, X. He and M. Alam, “Performance Evaluation of High Definition Video Streaming over Mobile Ad Hoc Networks”, Signal Processing, Elsevier, Vol. 148, pp: 303-313, May 2018.
- M. Usman, N. Yang, M. A. Jan, X. He, M. Xu and K. Lam, “A Joint Framework for QoS and QoE for Video Transmission over Wireless Multimedia Sensor Networks”, IEEE Transactions on Mobile Computing, Vol. 17, No. 04, pp: 746-759, 15 April 2018.
- N. Yang, M. Usman, X. He, M. A. Jan and L. Zhang, “Time Frequency Filter Bank: A Simple Approach for Audio and Music Separation”, IEEE Access, Vol. 05, pp: 27114-27125, October 2017.
- M. A. Jan, P. Nanda, M. Usman and X. He, “PAWN: A Payload-based Mutual Authentication Scheme for Wireless Sensor Networks”, Concurrency and Computation: Practice and Experience, Wiley Publications, Vol. 29, No. 17, September 2017.
- M. Usman, M. A. Jan and X. He, “Cryptography-based Secure Data Storage and Sharing using HEVC and Public Clouds”, Information Sciences, Elsevier, Vol. 387, pp: 90-102, August 2016.
- M. Usman, X. He, K. Lam, M. Xu, M. M. Bokhari and J. Chen, “Frame Interpolation for Cloud-based Mobile Video Streaming”, IEEE Transactions on Multimedia, Vol. 18, No. 05, pp: 831-839, March 2016.
Conferences
- M. Usman, M. A. Jan, X. He and P. Nanda, “Data Sharing in Secure Multimedia Wireless Sensor Networks”, 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communication, pp: 590-597, August 2016.
- M. Usman, X. He, M. Xu and K. Lam, “Survey of Error Concealment Techniques: Research Directions and Open Issues”, 31st IEEE Picture Coding Symposium, pp: 233-238, June 2015.
Professional memberships and associations
- IEEE
- Australian Computer Society