AI Red Teaming Roadmap
Step by step guide to becoming an Android developer.
Ask AI about AI Red Teaming Roadmap
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1 Introduction & Ethics
Why Red Team AI Systems?
Ethical Considerations
Role of Red Teams
2 Foundational Knowledge
AI/ML Fundamentals
Prompt Engineering
Cybersecurity Principles
3 Model Vulnerabilities: Prompt Hacking
Jailbreak Techniques
Safety Filter Bypasses
Direct & Indirect Prompt Injection
4 Model Vulnerabilities: Data Exfiltration
Model Extraction
Model Inversion
Model Weight Stealing
5 Model Vulnerabilities: Manipulation
Data Poisoning
Adversarial Examples
6 System & Infrastructure Security
Infrastructure Security
API Protection
Code Injection / RCE
Authentication
7 Defense Strategies
Adversarial Training
Robust Model Design
Continuous Monitoring
Countermeasures
8 Testing Methodologies
Black Box Testing
White Box Testing
Grey Box Testing
Automated vs Manual
9 Tools & Frameworks
LLM Security Testing Tools
Testing Platforms
Monitoring Solutions
Reporting Tools
10 Practical Experience
Lab Environments
Red Team Simulations
Real-world Applications
11 Community & Professional Development
Forums
Conferences
Courses & Certifications
12 Future Directions
Emerging Threats
Advanced Techniques
Industry Standards
Responsible Disclosure