Learn prompt injection attacks and defenses through hands-on security testing of AI systems. Instead of just reading about vulnerabilities, you'll actually exploit them and then build protections against them using real attack datasets and automated testing tools.
- Attack Techniques: Master 8 major types of prompt injection attacks with 91 real examples
- Automated Testing: Use professional security testing tools to evaluate AI system vulnerabilities
- Defense Implementation: Build and validate security measures using advanced prompt engineering
- Encoding Bypasses: Test 12 different obfuscation methods attackers use to bypass filters
Hands-on tutorial covering attack techniques, automated testing, and defense implementation with real-world examples.
- Install packages:
pip install openai python-dotenv pandas - Set up API key: Create
.envfile withOPENAI_API_KEY=your_key_here - Run the tutorial: Complete in 30-45 minutes with automated and manual testing
- Main tutorial - Complete security evaluation notebook
- Testing framework - Automated security testing tools
- Attack utilities - Encoding and obfuscation tools
- Defense examples - Production-ready security prompts
- Attack dataset - 91 documented real-world attack examples
This tutorial demonstrates actual attack techniques for educational purposes. Use only on systems you own or have explicit permission to test.