OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices. - Bharath Sudharsan; John G. Breslin; Mehreen Tahir; Muhammad Intizar Ali; Omer F. Rana; Schahram Dustdar; Rajiv Ranjan 001 (IEEE Internet Comput., 2022)

Enabling On-Demand Crowdsourced Federated Learning Over IoT. - Mehreen Tahir; Muhammad Intizar Ali (FMEC, 2023)

Multi-Criterion Client Selection for Efficient Federated Learning. - Mehreen Tahir; Muhammad Intizar Ali (AAAI Spring Symposia, 2024)

SecureFedPROM: A Zero-Trust Federated Learning Approach With Multi-Criteria Client Selection. - Mehreen Tahir; Tanjila Mawla; Feras M. Awaysheh; Sadi Alawadi; Maanak Gupta; Muhammad Intizar Ali (IEEE J. Sel. Areas Commun., 2025)