Machine Learning Security Principles

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Defining Machine Learning Security

Organizations trust machine learning (ML) to perform a wide variety of tasks today because it has proven to be relatively fast, inexpensive, and effective. Unfortunately, many people really aren’t sure what ML is because television, movies, and other media tend to provide an unrealistic view of the technology. In addition, some users engage in wishful thinking or feel the technology should be able to do more. Making matters worse, even the companies who should know what ML is about hype its abilities and make the processes used to perform ML tasks opaque. Before making ML secure, it’s important to understand what ML is all about. Otherwise, the process is akin to installing home security without actually ...