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A. Ercüment Çiçek

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Re-Identification of Individuals in Genomic Data-Sharing Beacons via Allele Inference

    2017 · bioRxiv (Cold Spring Harbor Laboratory)

    Abstract Genomic datasets are often associated with sensitive phenotypes. Therefore, the leak of membership information is a major privacy risk. Genomic beacons aim to provide a secure, easy to implement, and standardized interface for data …

  2. SplitGuard: Detecting and Mitigating Training-Hijacking Attacks in Split Learning

    2021 · arXiv (Cornell University)

    Distributed deep learning frameworks such as split learning provide great benefits with regards to the computational cost of training deep neural networks and the privacy-aware utilization of the collective data of a group of data-holders. …