Differentially Private Frequency Sketches for Intermittent Queries on Large Data Streams. - Sinan Yildirim; Kamer Kaya; Soner Aydin; Hakan Bugra Erentug (IEEE BigData, 2020)

Adaptive Online Bayesian Estimation of Frequency Distributions with Local Differential Privacy. - Soner Aydin; Sinan Yildirim (CoRR, 2024)

Bayesian Frequency Estimation under Local Differential Privacy with an Adaptive Randomized Response Mechanism. - Soner Aydin; Sinan Yildirim (ACM Trans. Knowl. Discov. Data, 2025)