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  • Robust Machine Learning

    Distributed Methods for Safe AI

    by Rachid Guerraoui, Nirupam Gupta, Rafael Pinot ...
    Series series Computer Science (R0)
    Today, machine learning algorithms are often distributed across multiple machines to leverage more computing power and more data. However, the use of a distributed framework entails a variety of security threats. In particular, some of the machines may misbehave and jeopardize the learning procedure. This could, for example, result from hardware and software bugs, data poisoning or a malicious ... Read more

    $166.49 CAD