32 citations · 91 across the 60 of their papers we have counts for
5 papers · 1 filter
Validating GWAS Findings through Reverse Engineering of Contingency Tables
Yuzhou Jiang, Erman Ayday
Reproducibility in genome-wide association studies (GWAS) is crucial for ensuring reliable genomic research outcomes. However, limited access to original genomic datasets (mainly d…
Privacy-Preserving Data Linkage Across Private and Public Datasets for Collaborative Agriculture Research
Osama Zafar, Rosemarie Santa Gonzalez, Gabriel Wilkins +2
Digital agriculture leverages technology to enhance crop yield, disease resilience, and soil health, playing a critical role in agricultural research. However, it raises privacy co…
Privacy-Preserving Collaborative Genomic Research: A Real-Life Deployment and Vision
Zahra Rahmani, Nahal Shahini, Nadav Gat +7
The data revolution holds significant promise for the health sector. Vast amounts of data collected from individuals will be transformed into knowledge, AI models, predictive syste…
Privacy-Preserving Optimal Parameter Selection for Collaborative Clustering
Maryam Ghasemian, Erman Ayday
This study investigates the optimal selection of parameters for collaborative clustering while ensuring data privacy. We focus on key clustering algorithms within a collaborative f…
Topic-Based Watermarks for Large Language Models
Alexander Nemecek, Yuzhou Jiang, Erman Ayday
The indistinguishability of large language model (LLM) output from human-authored content poses significant challenges, raising concerns about potential misuse of AI-generated text…