Habib Ullah Manzoor

18 papers B 1Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Trustworthy Distributed Load Forecasting in Resource-Limited Smart Grids and Buildings via Random Layer Aggregation. Int. J. Intell. Syst. Habib Ullah Manzoor, Attia Shabbir, Rao Naveed Bin Rais, Sajjad Hussain, Ahmed Zoha
2025	J	`jnl`	Enhancing Consumer Privacy in Federated Load Forecasting Through Single-Layer Aggregation. IEEE Consumer Electron. Mag. Habib Ullah Manzoor, Muhammad Ali Jamshed, Ahmed Zoha, Sanaullah Manzoor
2025	J	`jnl`	Novel Stealth Communication Round Attack and Robust Incentivized Federated Averaging for Load Forecasting. IEEE Trans. Sustain. Comput. Habib Ullah Manzoor, Kamran Arshad, Khaled Assaleh, Ahmed Zoha
2025	J	`jnl`	Semantic-Aware Federated Blockage Prediction (SFBP) in Vision-Aided Next-Generation Wireless Network. IEEE Trans. Netw. Serv. Manag. Ahsan Raza Khan, Habib Ullah Manzoor, Rao Naveed Bin Rais, Sajjad Hussain, Lina S. Mohjazi, Muhammad Ali Imran, Ahmed Zoha
2025	J	`jnl`	Smart grid security through fusion-enhanced federated learning against adversarial attacks. Eng. Appl. Artif. Intell. Attia Shabbir, Habib Ullah Manzoor, Ahmed Zoha, Zahid Halim
2024	J	`jnl`	A Survey of Security Strategies in Federated Learning: Defending Models, Data, and Privacy. Future Internet Habib Ullah Manzoor, Attia Shabbir, Ao Chen, David Flynn, Ahmed Zoha
2024	J	`jnl`	Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids. Internet Things Habib Ullah Manzoor, Atif Jafri, Ahmed Zoha
2024	J	`jnl`	Blockchain-Empowered Immutable and Reliable Delivery Service (BIRDS) Using UAV Networks. CoRR Sana Hafeez, Habib Ullah Manzoor, Lina S. Mohjazi, Ahmed Zoha, Muhammad Ali Imran, Yao Sun
2024	J	`jnl`	Leveraging InGaN solar cells for visible light communication reception. IET Networks Habib Ullah Manzoor, Sanaullah Manzoor, Muhammad Ali Jamshed, Tareq Manzoor
2024	—	`conf`	Rethinking Federated Learning: An Adversarial Perspective on Global vs. Local Learning for Load Forecasting. CSCN Habib Ullah Manzoor, Attia Shabiar, Dinh C. Nguyen, Lina S. Mohjazi, Aryan Kaushik, Ahmed Zoha
2023	J	`jnl`	A Privacy and Energy-Aware Federated Framework for Human Activity Recognition. Sensors Ahsan Raza Khan, Habib Ullah Manzoor, Fahad Ayaz, Muhammad Ali Imran, Ahmed Zoha
2023	J	`jnl`	Achieving 45% efficiency of CIGS/CdS Solar Cell by adding GaAs using optimization techniques. CoRR Satyam Bhatti, Habib Ullah Manzoor, Ahmed Zoha, Rami Ghannam
2023	—	`conf`	Blockchain-Empowered Immutable and Reliable Delivery Service (BIRDS) Using UAV Networks. CAMAD Sana Hafeez, Habib Ullah Manzoor, Lina S. Mohjazi, Ahmed Zoha, Muhammad Ali Imran, Yao Sun
2023	B	`conf`	Defending Federated Learning from Backdoor Attacks: Anomaly-Aware FedAVG with Layer-Based Aggregation. PIMRC Habib Ullah Manzoor, Ahsan Raza Khan, Tahir Sher, Wasim Ahmad, Ahmed Zoha
2023	J	`jnl`	FedBranched: Leveraging Federated Learning for Anomaly-Aware Load Forecasting in Energy Networks. Sensors Habib Ullah Manzoor, Ahsan Raza Khan, David Flynn, Muhammad Mahtab Alam, Muhammad Akram, Muhammad Ali Imran, Ahmed Zoha
2022	—	`conf`	FedClamp: An Algorithm for Identification of Anomalous Client in Federated Learning. ICECS 2022 Habib Ullah Manzoor, Muhammed Shahzeb Khan, Ahsan Raza Khan, Fahad Ayaz, David Flynn, Muhammad Ali Imran, Ahmed Zoha
2021	—	`conf`	Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. ICC Workshops Hafiz Shehbaz Ali, Fakhar ul Hassan, Siddique Latif, Habib Ullah Manzoor, Junaid Qadir
2021	J	`jnl`	Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. CoRR Hafiz Shehbaz Ali, Fakhar ul Hassan, Siddique Latif, Habib Ullah Manzoor, Junaid Qadir