معرفی
Isma Farah Siddiqui is a Lecturer in the Department of Software Systems & Cybersecurity at Monash University. She is actively involved in research on IoT, cybersecurity, machine learning, and smart grid technologies, contributing to UN Sustainable Development Goals related to Industry, Innovation, and Infrastructure (SDG 9) and Good Health and Well-being (SDG 3).
Her recent project, 'Integrating Equity, Diversity, and Inclusion (EDI) into ICT Education: A GenAI-Powered Approach to Curriculum Development' (2025), highlights her commitment to advancing inclusive education in ICT. She serves as an Associate Editor for the Journal of Circuits, Systems and Computers and has hosted academic visitors, including Muhammad Shahzad Sarfaraz.
Her research spans IoT security frameworks, AI-driven anomaly detection, and sustainable cloud computing. Over 55 publications since 2014 showcase her work in distributed systems, healthcare data analytics, and edge computing. Notable contributions include optimizing resource allocation in 5G networks and developing transfer learning models for medical image analysis.
Her activities include mentoring internships, such as 'Decoding User Feedback: Sentiment Analysis for Enhancing Smart Home Device Performance,' demonstrating her engagement in applied research and industry collaboration.
