Third-party cyber evaluations involving OpenAI models
openai.com·14h ago
Data Science
Simon Willison's Blog·Jun 5·5 min read
OpenAI Help: Lockdown Mode
TL;DR
Prompt injection attacks can lead to data exfiltration, exposing sensitive information. OpenAI has introduced Lockdown Mode to limit outbound network requests that could facilitate such attacks.
✦ Why It Matters
Engineers can implement Lockdown Mode to enhance data security in AI applications without sacrificing performance.
Key Takeaways
- Enable Lockdown Mode for enhanced security against data theft.
- Understand the limitations of default ChatGPT settings regarding data protection.
- Evaluate your risk profile to determine if Lockdown Mode is necessary.
- Be aware that prompt injections can still affect response accuracy.
How It Works
Lockdown Mode limits outbound network requests, which are potential vectors for data exfiltration during prompt injection attacks. By restricting these requests, it aims to prevent sensitive information from being transmitted to attackers.