Secure AI Interpret and Protect Models
Completed by Michele Basile
August 28, 2026
4 hours (approximately)
Michele Basile's account is verified. Coursera certifies their successful completion of Secure AI Interpret and Protect Models
What you will learn
Analyze and identify a range of security vulnerabilities in complex AI models, including evasion, data poisoning, and model extraction attacks.
Apply defense mechanisms like adversarial training and differential privacy to protect AI systems from known threats.
Evaluate the effectiveness of security measures by designing and executing simulated adversarial attacks to test the resilience of defended AI model.
Skills you will gain
- Category: Threat Modeling
- Category: Model Training
- Category: Security Requirements Analysis
- Category: Generative Adversarial Networks (GANs)
- Category: Data Validation
- Category: IT Security Architecture
- Category: AI Security
- Category: Security Testing
- Category: Security Architecture Review
- Category: Security Controls
- Category: Information Privacy
- Category: Model Evaluation
