Sökning: "Elliot Beskow"

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  1. 1. Evaluating Membership Inference Attacks on Synthetic Data Generated With Formal Privacy Guarantees

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Elliot Beskow; Erik Lindé; [2023]
    Nyckelord :;

    Sammanfattning : Synthetic data generation using generative machine learning has been increasinglypublicized as a new tool for data anonymization. It promises to offer privacy whilemaintaining the statistical properties of the original dataset. This study focuses on the riskswith synthetic data by looking mainly at two aspects: privacy and utility. LÄS MER