🛡️ Module 3: AI Defense Strategies
Learn advanced defense mechanisms including adversarial training, robust optimization, and AI monitoring
📚 Learning Objectives
By the end of this module, you will be able to:
- Implement adversarial training techniques
- Apply robust optimization methods
- Set up AI monitoring and detection systems
- Implement defensive distillation
- Design comprehensive AI defense strategies
🎯 Module Lessons
1
Adversarial Training
Training models to be robust against adversarial examples
2
Robust Optimization
Optimizing models for worst-case scenarios
3
AI Monitoring & Detection
Real-time monitoring and attack detection
4
Defensive Distillation
Knowledge distillation for model security