Machine Learning Security
Semester: Summer 2025
Status: Completed
Course Information
- Start Date: July 8, 2025
- End Date: August 8, 2025
- Time Zone: America/Chicago
- Syllabus: View on Canvas
Description
Special topics in machine learning security including adversarial attacks, model robustness, privacy-preserving machine learning, and security applications.
Topics
- Adversarial machine learning
- Adversarial examples and attacks
- Model robustness and defenses
- Privacy-preserving machine learning
- Differential privacy
- Federated learning security
- ML applications in security
Resources
- Course Blog Posts
- Canvas Course: Course ID 38308
Related Content
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Recent Drafts
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