Unit 1: Understanding the Landscape of AI Security
Unit 2: Common AI Security Threats
AI Security Fundamentals
Equip yourself with the essential knowledge and practical skills to defend AI systems against emerging threats and ensure their responsible and secure deployment.
Unit 1: Introduction to Adversarial Attacks
Unit 2: Evasion Attacks
Unit 3: Poisoning Attacks
Unit 4: Defense Mechanisms
Unit 1: Introduction to Data Security and Privacy in AI
Unit 2: Data Anonymization Techniques
Unit 3: Advanced Privacy Techniques
Unit 1: Introduction to Model Security
Unit 2: Model Integrity Checks
Unit 3: Protecting Model Confidentiality
Unit 1: Analyzing AI Security Incidents
Unit 2: Ethical Considerations in AI Security
Unit 3: AI Security Standards and Regulations
Unit 4: AI Security Risk Assessment
Unit 1: Evolving AI Threat Landscape
Unit 2: Secure AI System Architecture
Unit 3: AI Security Monitoring and Incident Response