PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting. - Ismat Jarin; Birhanu Eshete (IWSPA@CODASPY, 2021)

DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning. - Ismat Jarin; Birhanu Eshete (CODASPY, 2022)

MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members. - Ismat Jarin; Birhanu Eshete (Proc. Priv. Enhancing Technol., 2023)

Maverick-Aware Shapley Valuation for Client Selection in Federated Learning. - Mengwei Yang; Ismat Jarin; Baturalp Buyukates; Salman Avestimehr; Athina Markopoulou (CoRR, 2024)

BehaVR: User Identification Based on VR Sensor Data. - Ismat Jarin; Yu Duan; Rahmadi Trimananda; Hao Cui 004; Salma Elmalaki 001; Athina Markopoulou (Proc. Priv. Enhancing Technol., 2025)