University of South Florida 3 credits CIS
Machine learning (ML), especially deep learning (DL) has achieved great success recently. However, the data-driven characteristic has brought various problems. This course covers the integrity, confidentiality, and explainability of ML by introducing training-time and testing-time attacks and defenses, etc. Understand how these attacks work and how to add protections to ML systems. Prerequisite: None Corequisite: None USF Bellini College of Artificial Intelligence, Cybersecurity, and Computing | Computer Science Credit Hours: 3
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