# AI Red Teaming Hub


📂 ai-red-teaming

## AI RED TEAMING TECHNIQUES

# AI Red Teaming Hub

Comprehensive security testing techniques and defensive strategies for AI systems. Learn to identify vulnerabilities and build more secure AI.

### Attack Categories

### Complexity Distribution

### AI Security Audit Methodology

Comprehensive framework for conducting systematic security audits of AI systems

### Security Testing Categories

#### Prompt Injection

Techniques to manipulate AI responses through malicious prompts

#### Jailbreaking

Methods to bypass AI safety mechanisms and content policies

#### Adversarial Attacks

Creating inputs designed to fool AI models

#### Vulnerability Assessment

CVE analysis and security testing of AI systems and frameworks

#### Supply Chain Attacks

Testing AI model and data supply chain security vulnerabilities

#### Model Theft & IP Protection

Model extraction techniques and intellectual property protection testing

#### Agentic AI Attacks

Multi-agent security testing and autonomous system exploitation techniques

#### Memory & Context Attacks

Memory poisoning, RAG exploitation, and context manipulation techniques

#### Multimodal Attacks

Cross-modal exploitation and modality-specific attack techniques

### Ethical Guidelines

#### ⚠️ Responsible Disclosure

- • Only test systems you own or have explicit permission to test

- • Report vulnerabilities through proper channels

- • Follow coordinated vulnerability disclosure practices

- • Respect system availability and user privacy

#### 🛡️ Defensive Focus

- • Use techniques to improve system security

- • Document and implement appropriate defenses

- • Share knowledge to strengthen the AI security community

- • Prioritize building safer, more robust AI systems

Remember: These techniques are for defensive security testing and research purposes only. Always follow ethical guidelines and legal requirements.

FROM THE ENGINEER BEHIND THIS CATALOG

## Get your agent system red-teamed

The attacks documented here work on production agent systems every day. Have yours tested before someone else does: prompt injection, jailbreaks, tool misuse and data exfiltration, with every finding written up next to its fix.

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## AI Red Teaming

## AI Red Teaming Techniques