Habib Ullah Manzoor

Email: h.manzoor.1@research.gla.ac.uk

Google Schoalr :https://scholar.google.com/citations?user=tKDhmdAAAAAJ&hl=en

linkedin: https://www.linkedin.com/in/habib-ullah-manzoor-19198994/

 

ORCID iDhttps://orcid.org/0000-0003-0192-7353

Research title: Securing Intelligent Networks: Federated Learning Approaches for Privacy-Conscious Anomaly Detection

Research Summary

Habib Ullah Manzoor's diverse research portfolio spans an array of disciplines, illuminating his profound contributions to machine learning, AI, energy systems, and beyond. Through groundbreaking studies like "FedBranch: Leveraging Federated Learning for Anomaly-Aware Load Forecasting in Energy Networks," he pioneers the application of AI and federated learning for precise energy forecasting. His prowess extends to the optimization of solar cells, exemplified by "High conversion and quantum efficiency indium-rich p-InGaN/p-InGaN/n-InGaN solar cell." HAbi Ullah Manzoor delves into the intricate realm of electromechanics through works such as "Influence of corona discharge on hydrophobic behavior of nano/micro filler based silicone rubber insulators," delving into material science and electrical insulation. Furthermore, his insights into "Improved transmission length in the presence of ambient noise and scintillation effect using duobinary modulation in 40 Gbps free space optical channel" advance the frontiers of free space optics. Notably, his holistic understanding culminates in "Energy Management in an Agile Workspace using AI-driven Forecasting and Anomaly Detection," manifesting his dedication to harnessing AI for energy efficiency. Habib Ullah Manzoor's multidisciplinary research illuminates the intersection of AI, energy networks, solar cells, electromechanics, and optics, leaving an indelible mark on technological advancement.

Publications

List by: Type | Date

Jump to: 2025 | 2024 | 2023 | 2022
Number of items: 39.

2025

Ahmed Amin, Arslan, Mubarak, Ansa and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2025) Design of intelligent vehicular and sensor communication network: a comprehensive survey. Systems Science and Control Engineering, 13(1), 2529187. (doi: 10.1080/21642583.2025.2529187)

Amin, Arslan Ahmed, Abdullah, Muhammad, Irfan, Muhammad, Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 and Alvi, Nomi (2025) Design of a low-cost efficient IoT based SCADA System for automating different textile machines and controllers for central monitoring. Journal of Engineering, 2025(1), e70089. (doi: 10.1049/tje2.70089)

Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Arshad, Kamran, Assaleh, Khaled and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2025) Novel stealth communication round attack and robust incentivized federated averaging for load forecasting. IEEE Transactions on Sustainable Computing, (doi: 10.1109/TSUSC.2025.3570096) (Early Online Publication)

Shabbir, Attia, Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 and Halim, Zahid (2025) Smart grid security through fusion-enhanced federated learning against adversarial attacks. Engineering Applications of Artificial Intelligence, (Accepted for Publication)

Haroon, Asfand, Gelani, Hasan Erteza, Tahir, Hira and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2025) DC vs. AC distribution: revealing the efficiency advantage of DC in today's energy landscape. PLoS ONE, 20(5), e0318444. (doi: 10.1371/journal.pone.0318444) (PMID:40343885)

Siddiqui, Nouman Alam, Tahir, Hira, Akram, Muhammad and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2025) Optimized control of hybrid energy storage systems using whale optimization algorithm for enhanced battery longevity and stability in microgrids. Engineering Reports, 7(5), e70199. (doi: 10.1002/eng2.70199)

Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Shiong, Ng Sha, Manzoor, Muhmmand Naisr and Manzoor, Tareq (2025) Enhancing InGaN solar cell performance under concentrated aunlight: a SCAPS-1D simulation approach. Nano Select, (doi: 10.1002/nano.70018) (Early Online Publication)

Manzoor, Habib Ullah, Aaqib, Sheikh Muhammad, Manzoor, Tareq, Azeem, Fawad, Ashraf, Muhammad Waqas and Manzoor, Sanaullah (2025) Effect of optimized tilt angle of PV modules on solar irradiance for residential and commercial buildings in different cities of Pakistan: simulation-based study. Energy Science and Engineering, (doi: 10.1002/ese3.70004) (Early Online Publication)

Zidan, Hassan, Malik, Maaz Tahir, Rafique, Usman, Azeem, Fawad, Manzoor, Tareq and Manzoor, Habib Ullah (2025) Exploring the potential of cross-border energy trade in SAARC countries for achieving sustainable development goals (SGDs). Energy Science and Engineering, (doi: 10.1002/ese3.70032) (Early Online Publication)

Manzoor, Tareq, Iqbal, S., Anwer, Tauseef, Manzoor, Sanaullah, Mustafa, Ghulam and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2025) Investigation of thermal management capacity of Casson electrolytes in porous electrodes in lithium-ion battery applications. Battery Energy, (doi: 10.1002/bte2.20240082) (Early Online Publication)

Khan, Ahsan Raza, Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Rais, Rao Naveed Bin, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728, Mohjazi, Lina ORCID logoORCID: https://orcid.org/0000-0002-4866-1997, Imran, Muhammad ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2025) Semantic-Aware Federated Blockage Prediction (SFBP) in vision-aided next-generation wireless network. IEEE Transactions on Network and Service Management, (doi: 10.1109/TNSM.2024.3525338) (Early Online Publication)

2024

Omar, Mohammed Kakasur, Manzoor, Habib Ullah, Ng, Sha Shiong, Mohd Rashid, Mohd Marzaini and Pakhuruddin, M. Z. (2024) Optimization of indium concentration and compositional grading in InGaN heterojunction solar cells by SCAPS-1D simulation. Physica Scripta, (doi: 10.1088/1402-4896/ada3fe) (Early Online Publication)

Shabbir, Attia, Manzoor, Habib Ullah, Manzoor, Muhmmand Naisr, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Robustness against data integrity attacks in decentralized federated load forecasting. Electronics, 13(23), 4803. (doi: 10.3390/electronics13234803)

Manzoor, Habib Ullah, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728, Flynn, David ORCID logoORCID: https://orcid.org/0000-0002-1024-3618 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Centralised vs. decentralised federated load forecasting in smart buildings: who holds the key to adversarial attack robustness? Energy and Buildings, 324, 114871. (doi: 10.1016/j.enbuild.2024.114871)

Manzoor, Habib Ullah, Jafri, Atif ORCID logoORCID: https://orcid.org/0000-0001-7475-9317 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Adaptive single-layer aggregation framework for energy-efficient and privacy-preserving load forecasting in heterogeneous federated smart grids. Internet of Things, 28, 101376. (doi: 10.1016/j.iot.2024.101376)

Rafique, Usman, Zidan, Hasan A., Azeem, Fawad, Amir, Sarang, Manzoor, Tareq and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2024) Evaluation of the potential power generation resources in SAARC region for sustainable energy trade. Energy Science and Engineering, 12(12), pp. 5739-5752. (doi: 10.1002/ese3.1965)

Memon, Zulfiqar, Azeem, Fawad, Manzoor, Tareq and Manzoor, Habib Ullah (2024) Integrated fuzzy-knapsack based demand response energy management system for smart grid buildings. Energy Science and Engineering, (Accepted for Publication)

Manzoor, Habib Ullah, Jamshed, Muhammad Ali, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 and Manzoor, Sanaullah (2024) Enhancing consumer privacy in federated load forecasting through single layer aggregation. IEEE Consumer Electronics Magazine, (doi: 10.1109/MCE.2024.3500579) (Early Online Publication)

Manzoor, Habib Ullah, Shabiar, Attia, Nguyen, Dinh C., Mohjazi, Lina ORCID logoORCID: https://orcid.org/0000-0002-4866-1997, Kaushik, Aryan and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Rethinking Federated Learning: An Adversarial Perspective on Global vs. Local Learning for Load Forecasting. In: 2024 IEEE Conference on Standards for Communications and Networking (CSCN), Belgrade, Serbia, 25-27 Nov 2024, (Accepted for Publication)

Manzoor, Habib Ullah, Shabbir, Attia, Chen, Ao, Flynn, David ORCID logoORCID: https://orcid.org/0000-0002-1024-3618 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) A survey of security strategies in federated learning: defending models, data, and privacy. Future Internet, 16(10), 374. (doi: 10.3390/fi16100374)

Bhatti, Satyam, Manzoor, Habib Ullah, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 and Ghannam, Rami ORCID logoORCID: https://orcid.org/0000-0001-6910-9280 (2024) Computational optimization for CIGS/CdS/GaAs layered solar cell architecture. Energies, 17(18), 4758. (doi: 10.3390/en17184758)

Manzoor, Habib Ullah, Manzoor, Tareq, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728, Manzoor, Muhammad Nasir and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Swarm-optimized ZnO/CdS/CIGS/GaAs solar cells for enhanced efficiency and thermal resilience. Advanced Energy and Sustainability Research, (doi: 10.1002/aesr.202400203) (Early Online Publication)

Raza, Ahsan, Manzoor, Tareq, Iqbal, Shaukat, Anwar, Tauseef, Ashraf, Adeel and Manzoor, Habib Ullah (2024) Finite element approach for rheological behavior in colloidal electrolytes in lithium-ion battery performance. ACS Omega, 9(33), pp. 35809-35820. (doi: 10.1021/acsomega.4c04445)

Basit, Abdul, Manzoor, Habib Ullah, Akram, Muhammad, Gelani, Hasan Erteza and Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728 (2024) Machine learning assisted anomaly detection for power line components: a case study in Pakistan. Journal of Engineering, 2024(7), e12405. (doi: 10.1049/tje2.12405)

Manzoor, Habib Ullah, Manzoor, Sanaullah, Jamshed, Muhammad Ali and Manzoor, Tariq (2024) Leveraging InGaN solar cells for visible light communication reception. IET Networks, 13(4), pp. 271-279. (doi: 10.1049/ntw2.12115)

Ashraf, Adeel, Manzoor, Tareq, Iqbal, Shaukat, Anwar, Tauseef, Farooq-i-Azam, Muhammad, Khan, Zeashan and Manzoor, Habib Ullah (2024) Magnetic micro-fluidics in 3D microchannel at the micro-scale: unlocking nano-porous electrode potential for lithium-ion micro-batteries. Energy Storage, 6(4), e662. (doi: 10.1002/est2.662)

Anwar, Tauseef, Manzoor, Tareq, Hussain, Naveed, Shah, Syed Nasir, Perveen, Shazia, Asif, Sana Ullah, Nosheen, Farhat, Khan, Abdul Jabbar and Manzoor, Habib Ullah (2024) Antimony trisulfide with graphene oxide coated titania nanotube arrays as anode material for lithium-ion batteries. Journal of Inorganic and Organometallic Polymers and Materials, (doi: 10.1007/s10904-024-03135-y) (Early Online Publication)

Manzoor, Tariq, Zahid, M.A., Manzoor, Sanaullah, Hussaian, Masroor, Azeem, Fawad, Ahmed, Usman and Manzoor, Habib Ullah (2024) Analysis of shape memory alloys' strain energy absorption dampers: RTDM approach. Crystals, (Accepted for Publication)

2023

Shabbir, Attia, Manzoor, Habib Ullah, Ahmed, Ridha Alaa and Halim, Zahid (2023) Resilience of Federated Learning Against False Data Injection Attacks in Energy Forecasting. In: 2024 International Conference on Green Energy, Computing and Sustainable Technology (GECOST 2024), 17-19 January 2024, (Accepted for Publication)

Khan, Ahsan Raza, Manzoor, Habib Ullah, Ayaz, Fahad, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2023) A privacy and energy-aware federated framework for human activity recognition. Sensors, 23(23), 9339. (doi: 10.3390/s23239339) (PMID:38067712) (PMCID:PMC10708886)

Manzoor, Habib Ullah, Khan, Ahsan Raza, Sher, Tahir, Ahmad, Wasim ORCID logoORCID: https://orcid.org/0000-0001-6868-9236 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2023) Defending Federated Learning From Backdoor Attacks: Anomaly-Aware FedAVG With Layer-Based Aggregation. In: 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Toronto, ON, Canada, 05-08 Sep 2023, ISBN 9781665464833 (doi: 10.1109/PIMRC56721.2023.10293950)

Hafeez, Sana, Manzoor, Habib Ullah, Mohjazi, Lina ORCID logoORCID: https://orcid.org/0000-0002-4866-1997, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Sun, Yao ORCID logoORCID: https://orcid.org/0000-0002-4391-377X (2023) Blockchain-Empowered Immutable and Reliable Delivery Service (BIRDS) Using UAV Networks. In: 2023 IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (IEEE CAMAD), Edinburgh, UK, 6–8 Nov 2023, (Accepted for Publication)

Bhatti, Satyam, Manzoor, Habib Ullah, Michel, Bruno, Bonilla, Ruy Sebastian, Abrams, Richard, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728 and Ghannam, Rami ORCID logoORCID: https://orcid.org/0000-0001-6910-9280 (2023) Revolutionizing low-cost solar cells with machine learning: a systematic review of optimization techniques. Advanced Energy and Sustainability Research, 10(4), 2300004. (doi: 10.1002/aesr.202300004)

Manzoor, Habib Ullah, Khan, Ahsan Raza, Flynn, David ORCID logoORCID: https://orcid.org/0000-0002-1024-3618, Alam, Muhammad Mahtab, Akram, Muhammad, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2023) FedBranched: Leveraging federated learning for anomaly-aware load forecasting in energy networks. Sensors, 23(7), 3570. (doi: 10.3390/s23073570)

Khalid, Alishah, Manzoor, Habib Ullah, Hussian, Hafiz Ashiq and Aly, Moustafa H. (2023) Optimization of different TDM techniques in DWDM optical networks for FWM suppression. Optical and Quantum Electronics, 55(3), 206. (doi: 10.1007/s11082-022-04455-4)

2022

Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Khan, Muhammed Shahzeb, Khan, Ahsan Raza, Ayaz, Fahad, Flynn, Davi ORCID logoORCID: https://orcid.org/0000-0002-1024-3618, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2022) FedClamp: an Algorithm for Identification of Anomalous Client in Federated Learning. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970909)

Tan, A.K., Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Hamzah, N.A., Ahmad, M.A., Ng, S.S. and Hassan, Z (2022) Numerical simulation of homojunction p-i-n In0.4Ga0.6N solar cell with different absorber layer configurations. Optik, 271, 170095. (doi: 10.1016/j.ijleo.2022.170095)

Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Khan, Ahsan Raza, Al-Quraan, Mohammad, Mohjazi, Lina ORCID logoORCID: https://orcid.org/0000-0002-4866-1997, Taha, Ahmad ORCID logoORCID: https://orcid.org/0000-0003-1246-8981, Abbas, Hasan ORCID logoORCID: https://orcid.org/0000-0002-5951-9603, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2022) Energy Management in an Agile Workspace using AI-driven Forecasting and Anomaly Detection. In: 4th Global Power, Energy and Communication Conference (GPECOM 2022), Cappadocia, Turkey, 14-17 June 2022, pp. 644-649. ISBN 9781665469258 (doi: 10.1109/GPECOM55404.2022.9815599)

Tahir, M Hijaaj, Arshad, A and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2022) Influence of corona discharge on the hydrophobic behaviour of nano/micro filler based silicone rubber insulators. Materials Research Express, 9(3), 035302. (doi: 10.1088/2053-1591/ac5b04)

This list was generated on Sat Jul 12 13:46:29 2025 BST.
Jump to: Articles | Conference Proceedings
Number of items: 39.

Articles

Ahmed Amin, Arslan, Mubarak, Ansa and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2025) Design of intelligent vehicular and sensor communication network: a comprehensive survey. Systems Science and Control Engineering, 13(1), 2529187. (doi: 10.1080/21642583.2025.2529187)

Amin, Arslan Ahmed, Abdullah, Muhammad, Irfan, Muhammad, Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 and Alvi, Nomi (2025) Design of a low-cost efficient IoT based SCADA System for automating different textile machines and controllers for central monitoring. Journal of Engineering, 2025(1), e70089. (doi: 10.1049/tje2.70089)

Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Arshad, Kamran, Assaleh, Khaled and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2025) Novel stealth communication round attack and robust incentivized federated averaging for load forecasting. IEEE Transactions on Sustainable Computing, (doi: 10.1109/TSUSC.2025.3570096) (Early Online Publication)

Shabbir, Attia, Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 and Halim, Zahid (2025) Smart grid security through fusion-enhanced federated learning against adversarial attacks. Engineering Applications of Artificial Intelligence, (Accepted for Publication)

Haroon, Asfand, Gelani, Hasan Erteza, Tahir, Hira and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2025) DC vs. AC distribution: revealing the efficiency advantage of DC in today's energy landscape. PLoS ONE, 20(5), e0318444. (doi: 10.1371/journal.pone.0318444) (PMID:40343885)

Siddiqui, Nouman Alam, Tahir, Hira, Akram, Muhammad and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2025) Optimized control of hybrid energy storage systems using whale optimization algorithm for enhanced battery longevity and stability in microgrids. Engineering Reports, 7(5), e70199. (doi: 10.1002/eng2.70199)

Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Shiong, Ng Sha, Manzoor, Muhmmand Naisr and Manzoor, Tareq (2025) Enhancing InGaN solar cell performance under concentrated aunlight: a SCAPS-1D simulation approach. Nano Select, (doi: 10.1002/nano.70018) (Early Online Publication)

Manzoor, Habib Ullah, Aaqib, Sheikh Muhammad, Manzoor, Tareq, Azeem, Fawad, Ashraf, Muhammad Waqas and Manzoor, Sanaullah (2025) Effect of optimized tilt angle of PV modules on solar irradiance for residential and commercial buildings in different cities of Pakistan: simulation-based study. Energy Science and Engineering, (doi: 10.1002/ese3.70004) (Early Online Publication)

Zidan, Hassan, Malik, Maaz Tahir, Rafique, Usman, Azeem, Fawad, Manzoor, Tareq and Manzoor, Habib Ullah (2025) Exploring the potential of cross-border energy trade in SAARC countries for achieving sustainable development goals (SGDs). Energy Science and Engineering, (doi: 10.1002/ese3.70032) (Early Online Publication)

Manzoor, Tareq, Iqbal, S., Anwer, Tauseef, Manzoor, Sanaullah, Mustafa, Ghulam and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2025) Investigation of thermal management capacity of Casson electrolytes in porous electrodes in lithium-ion battery applications. Battery Energy, (doi: 10.1002/bte2.20240082) (Early Online Publication)

Khan, Ahsan Raza, Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Rais, Rao Naveed Bin, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728, Mohjazi, Lina ORCID logoORCID: https://orcid.org/0000-0002-4866-1997, Imran, Muhammad ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2025) Semantic-Aware Federated Blockage Prediction (SFBP) in vision-aided next-generation wireless network. IEEE Transactions on Network and Service Management, (doi: 10.1109/TNSM.2024.3525338) (Early Online Publication)

Omar, Mohammed Kakasur, Manzoor, Habib Ullah, Ng, Sha Shiong, Mohd Rashid, Mohd Marzaini and Pakhuruddin, M. Z. (2024) Optimization of indium concentration and compositional grading in InGaN heterojunction solar cells by SCAPS-1D simulation. Physica Scripta, (doi: 10.1088/1402-4896/ada3fe) (Early Online Publication)

Shabbir, Attia, Manzoor, Habib Ullah, Manzoor, Muhmmand Naisr, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Robustness against data integrity attacks in decentralized federated load forecasting. Electronics, 13(23), 4803. (doi: 10.3390/electronics13234803)

Manzoor, Habib Ullah, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728, Flynn, David ORCID logoORCID: https://orcid.org/0000-0002-1024-3618 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Centralised vs. decentralised federated load forecasting in smart buildings: who holds the key to adversarial attack robustness? Energy and Buildings, 324, 114871. (doi: 10.1016/j.enbuild.2024.114871)

Manzoor, Habib Ullah, Jafri, Atif ORCID logoORCID: https://orcid.org/0000-0001-7475-9317 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Adaptive single-layer aggregation framework for energy-efficient and privacy-preserving load forecasting in heterogeneous federated smart grids. Internet of Things, 28, 101376. (doi: 10.1016/j.iot.2024.101376)

Rafique, Usman, Zidan, Hasan A., Azeem, Fawad, Amir, Sarang, Manzoor, Tareq and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2024) Evaluation of the potential power generation resources in SAARC region for sustainable energy trade. Energy Science and Engineering, 12(12), pp. 5739-5752. (doi: 10.1002/ese3.1965)

Memon, Zulfiqar, Azeem, Fawad, Manzoor, Tareq and Manzoor, Habib Ullah (2024) Integrated fuzzy-knapsack based demand response energy management system for smart grid buildings. Energy Science and Engineering, (Accepted for Publication)

Manzoor, Habib Ullah, Jamshed, Muhammad Ali, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 and Manzoor, Sanaullah (2024) Enhancing consumer privacy in federated load forecasting through single layer aggregation. IEEE Consumer Electronics Magazine, (doi: 10.1109/MCE.2024.3500579) (Early Online Publication)

Manzoor, Habib Ullah, Shabbir, Attia, Chen, Ao, Flynn, David ORCID logoORCID: https://orcid.org/0000-0002-1024-3618 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) A survey of security strategies in federated learning: defending models, data, and privacy. Future Internet, 16(10), 374. (doi: 10.3390/fi16100374)

Bhatti, Satyam, Manzoor, Habib Ullah, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 and Ghannam, Rami ORCID logoORCID: https://orcid.org/0000-0001-6910-9280 (2024) Computational optimization for CIGS/CdS/GaAs layered solar cell architecture. Energies, 17(18), 4758. (doi: 10.3390/en17184758)

Manzoor, Habib Ullah, Manzoor, Tareq, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728, Manzoor, Muhammad Nasir and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Swarm-optimized ZnO/CdS/CIGS/GaAs solar cells for enhanced efficiency and thermal resilience. Advanced Energy and Sustainability Research, (doi: 10.1002/aesr.202400203) (Early Online Publication)

Raza, Ahsan, Manzoor, Tareq, Iqbal, Shaukat, Anwar, Tauseef, Ashraf, Adeel and Manzoor, Habib Ullah (2024) Finite element approach for rheological behavior in colloidal electrolytes in lithium-ion battery performance. ACS Omega, 9(33), pp. 35809-35820. (doi: 10.1021/acsomega.4c04445)

Basit, Abdul, Manzoor, Habib Ullah, Akram, Muhammad, Gelani, Hasan Erteza and Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728 (2024) Machine learning assisted anomaly detection for power line components: a case study in Pakistan. Journal of Engineering, 2024(7), e12405. (doi: 10.1049/tje2.12405)

Manzoor, Habib Ullah, Manzoor, Sanaullah, Jamshed, Muhammad Ali and Manzoor, Tariq (2024) Leveraging InGaN solar cells for visible light communication reception. IET Networks, 13(4), pp. 271-279. (doi: 10.1049/ntw2.12115)

Ashraf, Adeel, Manzoor, Tareq, Iqbal, Shaukat, Anwar, Tauseef, Farooq-i-Azam, Muhammad, Khan, Zeashan and Manzoor, Habib Ullah (2024) Magnetic micro-fluidics in 3D microchannel at the micro-scale: unlocking nano-porous electrode potential for lithium-ion micro-batteries. Energy Storage, 6(4), e662. (doi: 10.1002/est2.662)

Anwar, Tauseef, Manzoor, Tareq, Hussain, Naveed, Shah, Syed Nasir, Perveen, Shazia, Asif, Sana Ullah, Nosheen, Farhat, Khan, Abdul Jabbar and Manzoor, Habib Ullah (2024) Antimony trisulfide with graphene oxide coated titania nanotube arrays as anode material for lithium-ion batteries. Journal of Inorganic and Organometallic Polymers and Materials, (doi: 10.1007/s10904-024-03135-y) (Early Online Publication)

Manzoor, Tariq, Zahid, M.A., Manzoor, Sanaullah, Hussaian, Masroor, Azeem, Fawad, Ahmed, Usman and Manzoor, Habib Ullah (2024) Analysis of shape memory alloys' strain energy absorption dampers: RTDM approach. Crystals, (Accepted for Publication)

Khan, Ahsan Raza, Manzoor, Habib Ullah, Ayaz, Fahad, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2023) A privacy and energy-aware federated framework for human activity recognition. Sensors, 23(23), 9339. (doi: 10.3390/s23239339) (PMID:38067712) (PMCID:PMC10708886)

Bhatti, Satyam, Manzoor, Habib Ullah, Michel, Bruno, Bonilla, Ruy Sebastian, Abrams, Richard, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728 and Ghannam, Rami ORCID logoORCID: https://orcid.org/0000-0001-6910-9280 (2023) Revolutionizing low-cost solar cells with machine learning: a systematic review of optimization techniques. Advanced Energy and Sustainability Research, 10(4), 2300004. (doi: 10.1002/aesr.202300004)

Manzoor, Habib Ullah, Khan, Ahsan Raza, Flynn, David ORCID logoORCID: https://orcid.org/0000-0002-1024-3618, Alam, Muhammad Mahtab, Akram, Muhammad, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2023) FedBranched: Leveraging federated learning for anomaly-aware load forecasting in energy networks. Sensors, 23(7), 3570. (doi: 10.3390/s23073570)

Khalid, Alishah, Manzoor, Habib Ullah, Hussian, Hafiz Ashiq and Aly, Moustafa H. (2023) Optimization of different TDM techniques in DWDM optical networks for FWM suppression. Optical and Quantum Electronics, 55(3), 206. (doi: 10.1007/s11082-022-04455-4)

Tan, A.K., Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Hamzah, N.A., Ahmad, M.A., Ng, S.S. and Hassan, Z (2022) Numerical simulation of homojunction p-i-n In0.4Ga0.6N solar cell with different absorber layer configurations. Optik, 271, 170095. (doi: 10.1016/j.ijleo.2022.170095)

Tahir, M Hijaaj, Arshad, A and Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353 (2022) Influence of corona discharge on the hydrophobic behaviour of nano/micro filler based silicone rubber insulators. Materials Research Express, 9(3), 035302. (doi: 10.1088/2053-1591/ac5b04)

Conference Proceedings

Manzoor, Habib Ullah, Shabiar, Attia, Nguyen, Dinh C., Mohjazi, Lina ORCID logoORCID: https://orcid.org/0000-0002-4866-1997, Kaushik, Aryan and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2024) Rethinking Federated Learning: An Adversarial Perspective on Global vs. Local Learning for Load Forecasting. In: 2024 IEEE Conference on Standards for Communications and Networking (CSCN), Belgrade, Serbia, 25-27 Nov 2024, (Accepted for Publication)

Shabbir, Attia, Manzoor, Habib Ullah, Ahmed, Ridha Alaa and Halim, Zahid (2023) Resilience of Federated Learning Against False Data Injection Attacks in Energy Forecasting. In: 2024 International Conference on Green Energy, Computing and Sustainable Technology (GECOST 2024), 17-19 January 2024, (Accepted for Publication)

Manzoor, Habib Ullah, Khan, Ahsan Raza, Sher, Tahir, Ahmad, Wasim ORCID logoORCID: https://orcid.org/0000-0001-6868-9236 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2023) Defending Federated Learning From Backdoor Attacks: Anomaly-Aware FedAVG With Layer-Based Aggregation. In: 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Toronto, ON, Canada, 05-08 Sep 2023, ISBN 9781665464833 (doi: 10.1109/PIMRC56721.2023.10293950)

Hafeez, Sana, Manzoor, Habib Ullah, Mohjazi, Lina ORCID logoORCID: https://orcid.org/0000-0002-4866-1997, Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Sun, Yao ORCID logoORCID: https://orcid.org/0000-0002-4391-377X (2023) Blockchain-Empowered Immutable and Reliable Delivery Service (BIRDS) Using UAV Networks. In: 2023 IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (IEEE CAMAD), Edinburgh, UK, 6–8 Nov 2023, (Accepted for Publication)

Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Khan, Muhammed Shahzeb, Khan, Ahsan Raza, Ayaz, Fahad, Flynn, Davi ORCID logoORCID: https://orcid.org/0000-0002-1024-3618, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2022) FedClamp: an Algorithm for Identification of Anomalous Client in Federated Learning. In: ICECS 2022: 29th IEEE International Conference on Electronics, Circuits & Systems, Glasgow, UK, 24-26 October 2022, ISBN 9781665488235 (doi: 10.1109/ICECS202256217.2022.9970909)

Manzoor, Habib Ullah ORCID logoORCID: https://orcid.org/0000-0003-0192-7353, Khan, Ahsan Raza, Al-Quraan, Mohammad, Mohjazi, Lina ORCID logoORCID: https://orcid.org/0000-0002-4866-1997, Taha, Ahmad ORCID logoORCID: https://orcid.org/0000-0003-1246-8981, Abbas, Hasan ORCID logoORCID: https://orcid.org/0000-0002-5951-9603, Hussain, Sajjad ORCID logoORCID: https://orcid.org/0000-0003-1802-9728, Imran, Muhammad Ali ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Zoha, Ahmed ORCID logoORCID: https://orcid.org/0000-0001-7497-9336 (2022) Energy Management in an Agile Workspace using AI-driven Forecasting and Anomaly Detection. In: 4th Global Power, Energy and Communication Conference (GPECOM 2022), Cappadocia, Turkey, 14-17 June 2022, pp. 644-649. ISBN 9781665469258 (doi: 10.1109/GPECOM55404.2022.9815599)

This list was generated on Sat Jul 12 13:46:29 2025 BST.

Supervisors

Grants

  • School Scholarship at the University of Glasgow, UK.
  • Graduate Assistantship at Ghulam Ishaq Khan Institute, Topi, Pakistan.

Conferences

  1. Waqas, Sheik Aqib, Habib Ullah Manzoor, “Optimization of PV module through title angle in the different cities of Pakistan”, Accepted in IEEE Conference- INMIC 2020.
  2. U. Mazoor, M. Rehman, S. Manzoor, A. Aslam and T. Manzoor, "Improved FWM Efficiency for Already Deployed Bidirectional Fiber Optic Cable using Polarization Manipulation for Underwater Applications," 2020 17th International Bhurban Conference on Applied Sciences and Technology (IBCAST), Islamabad, Pakistan, 2020, pp. 567-572.
  3. U. Abideen, A. Aslam, H. U. Manzoor, T. Manzoor and N. Bashir, "Cost Optimization of Off Grid Photovoltaic System by Increasing Conversion Efficiency," 2019 International Conference on Electrical, Communication, and Computer Engineering (ICECCE), Swat, Pakistan, 2019, pp. 1-5.
  4. Younis, Rida, Amina Iqbal, Umer Farooq, Awais Iqbal, Habib Ullah Manzoor, Amir Mehmood, and Tareq Manzoor. "Techno-Economo-Environmental Viability Assessment of Grid-Connected Photovoltaic System-A Case for Different Cities of Pakistan." In 2018 International Conference on Power Generation Systems and Renewable Energy Technologies (PGSRET), pp. 1-5. IEEE, 2018.
  5. ArooJ Aslam, Rutaba jamel, Habib Ullah Mnzoor “Line current and Circuit Breaker based Fault Current analysis of HVDC and HVAC Transmission Systems: A Comparative Study”, IFOST (IEEE) 2018 (Accepted).
  6. Manzoor, Habib Ullah, et al. "Reduction of Four Wave Mixing by employing circular polarizers in DWDM optical networks."Applied Sciences and Technology (IBCAST), 2015 12th International Bhurban Conference on. IEEE, 2015
  7. Ali, H. S., ul Hassan, F., Latif, S., Manzoor, H. U., & Qadir, J. (2021, June). Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. In 2021 IEEE International Conference on Communications Workshops (ICC Workshops) (pp. 1-5). IEEE
  8. Manzoor, Habib Ullah, et al. "Energy Management in an Agile Workspace using AI-driven Forecasting and Anomaly Detection." 2022 4th Global Power, Energy and Communication Conference (GPECOM). IEEE, 2022.
  9. Manzoor, Habib Ullah, et al. "FedClamp: An Algorithm for Identification of Anomalous Client in Federated Learning." 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS). IEEE, 2022.
  10. Manzoor, Habib Ullah, et al. "Defending Federated Learning from Backdoor Attacks: Anomaly-Aware FedAVG with Layer-Based Aggregation" IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, 2023.

Teaching

  • Lecturer (Sep 2016 ~ December 2021)

University of Engineering and Technology Lahore (FSD Campus), Pakistan

  • Taught “EMT” and “Analogue, Digital Devices”, Entrepreneurship and business management”, “Principles of Management”, “Circuit analysis and design” and “Instrumentation and Measurements”
  • Lab in charge of Digital Electronic Devices
  • Member of QEC (Quality Enhancement Cell) and departmental Health Committee
  • Maintaining course file (Outcome Based Education-CLOs-PLOs+ Attends+ Updated Marks of all Quizzes and Assignments+ quizzes, Mid paper, Final Paper solutions)

 

  • Lab Engineer & Research Assistant (Jan 2014 ~ Jan 2016)

Ghulam Ishaq Khan Institute, Topi, Pakistan

  • Taught “Circuits I-Lab” twice
  • Assisted in courses: circuits II and Electromagnetic Theory.
  • Preparations of Lab manuals
  • Maintaining course file (Outcome Based Education-CLOs-PLOs+ Attends+ Updated Marks of all Quizzes and Assignments+ quizzes, Mid paper, Final Paper solutions)
  • Uploading attends weekly, Making-Conducting and quiz checking.