Adversarial Machine Learning and AI Security

What Will You Learn?

• Understand the principles and techniques of adversarial machine learning.
• Identify vulnerabilities in machine learning models and AI systems.
• Learn to generate adversarial examples and understand their impact on AI performance.
• Analyze real-world attacks on AI systems and their implications for security.
• Develop strategies to defend against adversarial attacks and enhance model robustness.
• Explore the ethical considerations and regulatory implications of adversarial AI.
• Gain hands-on experience with tools and frameworks for testing AI security.