Search Results - "Qin, Likun"

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    Local Privacy-preserving Mechanisms and Applications in Machine Learning by Qin, Likun, Qiu, Tianshuo

    Published 08-01-2024
    “…The emergence and evolution of Local Differential Privacy (LDP) and its various adaptations play a pivotal role in tackling privacy issues related to the vast…”
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    Journal Article
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    A Survey of Local Differential Privacy and Its Variants by Qin, Likun, Wang, Nan, Qiu, Tianshuo

    Published 02-09-2023
    “…The introduction and advancements in Local Differential Privacy (LDP) variants have become a cornerstone in addressing the privacy concerns associated with the…”
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    Journal Article
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    SOK: Privacy Definitions and Classical Mechanisms in the Local Setting by Wang, Nan, Qin, Likun, Qiu, Tianshuo

    Published 26-08-2023
    “…This paper delves into the intricate landscape of privacy notions, specifically honed in on the local setting. Central to our discussion is the juxtaposition…”
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    Journal Article