Generative AI, and various other AI tools, can be fantastic resources to boost productivity in software development, report writing, data analytics, etc.… but I work in cyber risk. Someone somewhere…

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This post discusses the use of Azure OpenAI's Prompt Shield to mitigate prompt injection attacks. It explores the concept of prompt injection, demonstrates how sensitive information can be leaked via basic prompts, and evaluates the effectiveness of Prompt Shield in preventing data leakage. The post concludes by highlighting the importance of additional security measures and the potential risks associated with storing and using sensitive data in web applications.

Mitigating Prompt Injection via Azure OpenAI’s Prompt Shield

Basic OpenAI Chatbot — With Prompt Shield

Basic OpenAI Chatbot — With Prompt Shield & Custom Instructions