Welcome to PINE! This seminar introduces current research challenges at the intersection of machine learning and computer security. Students work in small teams on hands-on problems, gaining experience with research methods and learning how to identify and apply relevant ideas from the literature. Over the course of the semester, students tackle six challenges covering attacks and defenses against machine learning systems, as well as the use of learning-based techniques for practical computer security tasks.

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