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A new study ranked the development of IdomSoft, the company responsible for Hungary's public digitization, as one of the seven most promising solutions.

Zero-Knowledge machine learning (ZKML) is a field of research and development that has been making waves in cryptography circles recently. But what is it and why is it useful? First, let's break down the term into its two constituents and explain what they are.

/PRNewswire/ -- The "Machine Learning as a Service Market- Global Industry Size, Share, Trends, Opportunities, and Forecast 2018-2028F Segmented By Component...

/PRNewswire/ -- The "Global Machine Learning as a Service Market Size, Segments, Outlook, and Revenue Forecast 2022-2028 by Component, Application,...

The outstanding performance of deep learning has prompted the rise of Machine Learning as a Service (MLaaS), which significantly reduces the difficulty for users to train and deploy models. For privacy and security considerations, most models in the MLaaS scenario only provide users with black-box access. However, previous works have shown that this defense mechanism still faces potential threats, such as model extraction attacks, which aim at stealing the function or parameters of a black-box victim model. To further study the vulnerability of publicly deployed models, we propose a novel mode...