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AI Red Teaming Roadmap | SlaveCode
AI Red Teaming
Learn to become a red teaming expert in AI in 2026
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Roadmap
Vedios and Other Resources
Projects
AI Tutor
AI Red Teaming
Model Extraction
Model Manipulation
Defense Strategies
Certifications
Practical Experience
Community Engagement
Special thanks to "Learn Prompting" for
their help in making this roadmap
Foundational Knowledge
AI / ML Fundamentals
Cybsecurity Principles
System Security
Testing Methodologies
Tools and Frameworks
Professional Development
Real-world Applications
Future Directions
Visit the following relevant tracks to keep learning
learnprompting.org
AI Engineer
AI & Data Scientist
Data Analyst
RELATED ROADMAPS
AI and Data Scientist Roadmap
AI Engineer Roadmap
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MLOps Roadmap
AI Security Fundamentals
Why Red Team AI Systems?
Introduction
Ethical Considerations
Role of Red Teams
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Neural Networks
Generative Models
Large Language Models
Prompt Engineering
Confidentiality, Integrity, Availability
Threat Modeling
Risk Management
Vulnerability Assessment
Jailbreak Techniques
Safety Filter Bypasses
Prompt Injection
Prompt Hacking
Direct
Indirect
Countermeasures
Code Injection
Model Vulnerabilities
Model Weight Stealing
Unauthorized Access
Data Poisoning
Adversarial Examples
Model Inversion
Adversarial Training
Robust Model Design
Continuous Monitoring
Insecure Deserialization
Remote Code Execution
Infrastructure Security
API Protection
Authentication
Authorization
Black Box Testing
White Box Testing
Grey Box Testing
Automated vs Manual
Continuous Testing
Testing Platforms
Monitoring Solutions
Benchmark Datasets
Custom Testing Scripts
Reporting Tools
Specialized Courses
Industry Credentials
Lab Environments
CTF Challenges
Red Team Simulations
Conferences
Research Groups
Forums
LLM Security Testing
Agentic AI Security
Responsible Disclosure
Emerging Threats
Advanced Techniques
Research Opportunities
Industry Standards