Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. - Hafiz Shehbaz Ali; Fakhar ul Hassan; Siddique Latif; Habib Ullah Manzoor; Junaid Qadir 001 (ICC Workshops, 2021)

FedClamp: An Algorithm for Identification of Anomalous Client in Federated Learning. - Habib Ullah Manzoor; Muhammed Shahzeb Khan; Ahsan Raza Khan; Fahad Ayaz; David Flynn; Muhammad Ali Imran 001; Ahmed Zoha (ICECS 2022, 2022)

Blockchain-Empowered Immutable and Reliable Delivery Service (BIRDS) Using UAV Networks. - Sana Hafeez; Habib Ullah Manzoor; Lina S. Mohjazi; Ahmed Zoha; Muhammad Ali Imran 001; Yao Sun 002 (CAMAD, 2023)

Defending Federated Learning from Backdoor Attacks: Anomaly-Aware FedAVG with Layer-Based Aggregation. - Habib Ullah Manzoor; Ahsan Raza Khan; Tahir Sher; Wasim Ahmad; Ahmed Zoha (PIMRC, 2023)

Achieving 45% efficiency of CIGS/CdS Solar Cell by adding GaAs using optimization techniques. - Satyam Bhatti; Habib Ullah Manzoor; Ahmed Zoha; Rami Ghannam (CoRR, 2023)

FedBranched: Leveraging Federated Learning for Anomaly-Aware Load Forecasting in Energy Networks. - Habib Ullah Manzoor; Ahsan Raza Khan; David Flynn; Muhammad Mahtab Alam; Muhammad Akram; Muhammad Ali Imran 001; Ahmed Zoha (Sensors, 2023)

A Privacy and Energy-Aware Federated Framework for Human Activity Recognition. - Ahsan Raza Khan; Habib Ullah Manzoor; Fahad Ayaz; Muhammad Ali Imran 001; Ahmed Zoha (Sensors, 2023)

Rethinking Federated Learning: An Adversarial Perspective on Global vs. Local Learning for Load Forecasting. - Habib Ullah Manzoor; Attia Shabiar; Dinh C. Nguyen; Lina S. Mohjazi; Aryan Kaushik; Ahmed Zoha (CSCN, 2024)

A Survey of Security Strategies in Federated Learning: Defending Models, Data, and Privacy. - Habib Ullah Manzoor; Attia Shabbir; Ao Chen; David Flynn; Ahmed Zoha (Future Internet, 2024)

Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids. - Habib Ullah Manzoor; Atif Jafri; Ahmed Zoha (Internet Things, 2024)

Leveraging InGaN solar cells for visible light communication reception. - Habib Ullah Manzoor; Sanaullah Manzoor; Muhammad Ali Jamshed; Tareq Manzoor (IET Networks, 2024)

Smart grid security through fusion-enhanced federated learning against adversarial attacks. - Attia Shabbir; Habib Ullah Manzoor; Ahmed Zoha; Zahid Halim (Eng. Appl. Artif. Intell., 2025)

Semantic-Aware Federated Blockage Prediction (SFBP) in Vision-Aided Next-Generation Wireless Network. - Ahsan Raza Khan; Habib Ullah Manzoor; Rao Naveed Bin Rais; Sajjad Hussain; Lina S. Mohjazi; Muhammad Ali Imran 001; Ahmed Zoha (IEEE Trans. Netw. Serv. Manag., 2025)

Enhancing Consumer Privacy in Federated Load Forecasting Through Single-Layer Aggregation. - Habib Ullah Manzoor; Muhammad Ali Jamshed; Ahmed Zoha; Sanaullah Manzoor (IEEE Consumer Electron. Mag., 2025)