Security and Data Privacy in Prompting
Address critical security concerns and ensure data privacy when designing prompts for sensitive enterprise data.
Enterprise Prompt Security
In the world of business, using Large Language Models (LLMs) comes with great power and great responsibility. When dealing with sensitive company data, security and privacy are paramount.
This lesson explores how to design prompts that protect your valuable information and ensure compliance with regulations.
Understanding Data Leakage
Data leakage occurs when sensitive information is unintentionally or maliciously exposed. With LLMs, this can happen if:
- You include confidential data in a prompt.
- The LLM's response inadvertently reveals private details.
- LLM logs store sensitive inputs, which could be accessed later.
Always assume anything sent to an LLM might be stored or processed in ways you don't fully control.
All lessons in this course
- Building Scalable Prompt Workflows
- Prompt Versioning and Management
- Security and Data Privacy in Prompting