Agentic AI Security for Information Security Architects
Equip yourself with the knowledge to secure Agentic AI systems, from understanding their architecture to mitigating unique security risks.
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Agentic AI Fundamentals and Architecture
Unit 1: Defining Agentic AI
Hello, Agentic AI!
Agent vs. Algorithm
The AI Family Tree
Unit 2: Core Architectural Components
The Agentic Blueprint
Planning Ahead
Memory Lane
Taking Action
The World Around Us
Unit 3: Frameworks, Platforms, and Use Cases
Agentic AI Toolboxes
Agentic AI in Action
Unique Security Risks in Agentic AI
Unit 1: Understanding Agentic AI Attack Vectors
Agentic AI Threat Model
Direct Prompt Injection
Indirect Prompt Injection
Adversarial Reprogramming
Unit 2: Risks of Autonomous Decision-Making
Unintended Consequences
Bias Amplification
Ethical Violations
Unit 3: Data Poisoning and External Dependencies
Data Poisoning Attacks
Risks of External Tools
Auditing Challenges
Security Strategies and Countermeasures for Agentic AI
Unit 1: Prompt Injection Defense
Intro to Prompt Injection
Input Validation Basics
Advanced Sanitization
Unit 2: Access Control & Monitoring
Principle of Least Privilege
API Security
Logging & Monitoring
Unit 3: Explainability & Secure Dev
Explainability Techniques
Threat Modeling
Security Testing
Secure Dev Practices
Advanced Security Considerations and Future Trends
Unit 1: Advanced Threat Mitigation
Evasion Attack Defenses
Poisoning Attack Defenses
Robustness Certification
Unit 2: Privacy-Enhancing Technologies
Federated Learning Intro
Differential Privacy Intro
FL and DP in Agentic AI
Unit 3: Emerging Technologies and Ethics
Decentralized AI Security
Autonomous Swarm Risks
Ethical AI Development
AI Regulation Landscape