Often machine learning models don’t have all the information they need to deliver effective insights. In the security space in particular, it’s now possible to build machine learning models that have sensitive information included in their information sources by using Privacy Enhancing Technologies.
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Interested in learning more about Privacy-Preserving Machine Learning? Check out this recent article, "Privacy Enhancing Technologies for Machine Learning — The Next Frontier of Secure Data Usage."