Differential Privacy Practice on Diagnosis of COVID-19 Radiology Imaging Using EfficientNet. - Zümrüt Müftüoglu; Merve Ayyüce Kizrak; Tülay Yildirim (INISTA, 2020)

Benchmarking Differential Privacy and Federated Learning for BERT Models. - Priyam Basu; Tiasa Singha Roy; Rakshit Naidu; Zümrüt Müftüoglu; Sahib Singh; Fatemehsadat Mireshghallah (CoRR, 2021)

Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning. - Priyam Basu; Tiasa Singha Roy; Rakshit Naidu; Zümrüt Müftüoglu (CoRR, 2021)