The integration of OpenAI's Custom GPTs with personal data files and third-party APIs offers new opportunities for organizations looking for custom LLMs for a variety of needs. They also open the door to many significant security risks, particularly accidental leakage of sensitive data through uploaded files and API interactions. Additionally, external APIs can subtly change GPT's responses through prompt injections....