PIPE

Prompt Injection Primer for Engineers

The Prompt Injection Primer for Engineers is a comprehensive guide tailored to help developers secure AI-powered applications from prompt injection attacks.

Key Features

• Understanding Prompt Injection: Learn about the definition, risk factors, and impact of prompt injection attacks.
• Attack Scenarios: Explore real-world scenarios such as SQL Injection, RCE, and XSS in the context of prompt injections.
• Mitigation Strategies: Discover practical measures like dual-LLM approaches, rate-limiting, and sandboxing to safeguard applications.
• Guidelines for Developers: Access a robust flowchart and a set of critical questions to evaluate security risks in AI systems.
• Practical Examples: Real-world examples of how prompt injection can manifest and actionable steps to combat such vulnerabilities.

Benefits

• Enhanced Security: Equip developers with a thorough understanding of security vulnerabilities associated with prompt injections.
• Resource Availability: Provides developers with resources, research, and insights to build prompt injection resilient applications.
• Collaboration: Encourages contributions and discussions about securing AI systems against emerging threats.