Unit 1: Introduction to AI Security
Unit 2: AI-Specific Threat Modeling Techniques
Unit 3: AI Security Best Practices and Regulations
AI Security Engineer: Zero to Advanced
Master the skills to secure AI systems, from threat modeling to advanced defense strategies, and become a sought-after AI Security Engineer.
Unit 1: Data Security Fundamentals for AI
Unit 2: Data Anonymization Techniques
Unit 3: Securing AI Training Pipelines
Unit 4: Data Governance and Compliance
Unit 1: Adversarial Training for Robustness
Unit 2: Federated Learning with Privacy
Unit 3: Homomorphic Encryption for AI
Unit 4: Model Monitoring and Anomaly Detection
Unit 1: AI for Threat Detection
Unit 2: AI for Incident Response
Unit 3: AI for Vulnerability Management
Unit 4: Automating Security Compliance
Unit 1: Understanding AI Supply Chain Risks
Unit 2: Securing the AI Lifecycle
Unit 3: Continuous Learning and Adaptation