AI Security Fundamentals for Cybersecurity Data Analysts: Threats, Guardrails, and Policy

Master the essentials of AI security, from understanding core AI concepts and identifying unique threats to implementing robust guardrails and navigating critical policy considerations, all tailored for cybersecurity data analysts.

...

Foundations of AI in Cybersecurity

Unit 1: AI/ML Basics for Cybersecurity

Unit 2: AI in Cybersecurity Tools

Understanding AI-Specific Threats and Vulnerabilities

Unit 1: Introduction to AI Threats

Unit 2: Adversarial Attacks on AI

Implementing AI Security Guardrails and Mitigation Strategies

Unit 1: Securing AI Data Pipelines

Unit 2: Model Integrity and Secure Deployment

AI Security Policy, Ethics, and Governance

Unit 1: Foundations of AI Policy and Ethics

Unit 2: AI Governance and Data Privacy