Masterclass Certificate in AI Security: A Data-Centric Approach
-- ViewingNowThe Masterclass Certificate in AI Security: A Data-Centric Approach is a comprehensive course designed to equip learners with essential skills for tackling AI security challenges. This certification program emphasizes a data-centric approach to AI security, addressing critical issues such as data privacy, manipulation, and confidentiality.
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โข Unit 1: Introduction to AI Security
โข Unit 2: Data Privacy and Compliance in AI Systems
โข Unit 3: Secure Data Collection and Transmission
โข Unit 4: Data Anonymization and Pseudonymization Techniques
โข Unit 5: AI Model Robustness and Adversarial Attacks
โข Unit 6: Secure Multi-party Computation for AI
โข Unit 7: Homomorphic Encryption and Its Applications
โข Unit 8: AI Security Evaluation and Testing
โข Unit 9: Real-world AI Security Case Studies
โข Unit 10: Emerging Trends and Future of AI Security
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