Research & Publications

 Selected Publications:                                                                                                                                                                   Google Scholar 

1. Ismat Jarin, Yu Duan, Rahmadi Trimananda, Hao Cui, Salma Elmalaki, Athina Markopoulou "BehaVR: User Identification Based on VR Sensor Data" [Under Submission] 

2. Ismat Jarin, Birhanu Eshete "MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members" PETS 2023.  [Link] 

3. Ismat Jarin, Birhanu Eshete "DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning" ACM CODASPY 2022. [Link] 

4. Ismat Jarin, Birhanu Eshete "PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting" IWSPA ’21:  ACM Workshop on Security and Privacy Analytics, 2021.  [Link] 

5. Tahsin Mostafiz, Ismat Jarin, Celia Shahnaz "Retinal Vein detection using Residual Block Incorporated UNet Architecture and Fuzzy Inference System" IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 2018 .

6. Ismat Jarin, Celia Shahnaz "Natural and Medical Image Encryption using Self-Adaptive permutation and DNA Encoding."IEEE IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 2018.