Computer Science and Center for Research in Computer Vision

Friday, March 24, 2017

  • SECURE LEARNING IN ADVERSARIAL ENVIRONMENTS

    TA 117: TA 117

    Advances in machine learning have led to rapid and widespread deployment of software-based inference and decision making, resulting in various applications such as data analytics, autonomous systems, and security diagnostics. Current machine learning systems, however, assume that training and test data follow the same, or similar, distributions, and do not consider active adversaries manipulating either distribution. Recent work has demonstrated ...

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