Regular biography
Sarah Monazam Erfani is an Associate Professor and ARC DECRA Fellow at The University of Melbourne's Department of CS. She holds the title of Prof Associate Professor / ARC DECRA Fellow and can be contacted via email at sarah.erfani@unimelb.edu.au. Her professional profile is available at https://findanexpert.unimelb.edu.au/profile/639922. Research details and an existing biography are not provided in the available information.
Scholar-generated biography
Sarah M. Erfani is a Professor at the School of Computing and Information Systems, University of Melbourne, specializing in Machine Learning, AI Safety & Reliability, and Cyber Security. Her research focuses on enhancing the robustness and safety of machine learning systems, particularly in the presence of adversarial attacks and noisy data. She explores methods for anomaly detection, robust neural network architectures, and secure data handling. Her work also addresses the challenges of large-scale model safety and the integration of quantum techniques to improve adversarial robustness. Erfani's contributions span both theoretical and applied aspects of AI safety, with a strong emphasis on practical implications for real-world systems.