ALSNet: A Dilated 1-D CNN for Identifying ALS from Raw EMG Signal. - K. M. Naimul Hassan; Md. Shamiul Alam Hridoy; Naima Tasnim; Atia Faria Chowdhury; Tanvir Alam Roni; Sheikh Tabrez; Arik Subhana; Celia Shahnaz (ICASSP, 2022)

Approximating Functions with Approximate Privacy for Applications in Signal Estimation and Learning. - Naima Tasnim; Jafar Mohammadi; Anand D. Sarwate; Hafiz Imtiaz (Entropy, 2023)

Reveal-or-Obscure: A Differentially Private Sampling Algorithm for Discrete Distributions. - Naima Tasnim; Atefeh Gilani; Lalitha Sankar; Oliver Kosut (CoRR, 2025)

GeoClip: Geometry-Aware Clipping for Differentially Private SGD. - Atefeh Gilani; Naima Tasnim; Lalitha Sankar; Oliver Kosut (CoRR, 2025)