Search Results - "Qin, Likun"
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Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study
Published in IEEE transactions on image processing (01-01-2020)“…Existing enhancement methods are empirically expected to help the high-level end computer vision task: however, that is observed to not always be the case in…”
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Local Privacy-preserving Mechanisms and Applications in Machine Learning
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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A Survey of Local Differential Privacy and Its Variants
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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SOK: Privacy Definitions and Classical Mechanisms in the Local Setting
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