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Collection of leaked system prompts Users craft prompts that make the model describe its own behavior or reveal hidden settings that developers intended to keep private. Prompt leaking is a form of prompt injection in which the model is asked to spit out its own prompt
As shown in the example image 1 below, the attacker changes user_input to attempt to return the prompt This is a form of reverse engineering The intended goal is distinct from goal hijacking (normal prompt injection), where the attacker changes user_input to print malicious instructions 1.
Prompt leaking could be considered as a form of prompt injection
The system prompt leakage vulnerability in llms refers to the risk that the system prompts or instructions used to steer the behavior of the model can also contain sensitive information that was not intended to be discovered System prompts are designed to guide the model's output based on the requirements of the application, but may […] Existing prompt leaking attacks primarily rely on manually crafted queries, and thus achieve limited effectiveness Prompt leak is a specific form of prompt injection where a large language model (llm) inadvertently reveals its system instructions or internal logic
This issue arises when prompts are engineered to extract the underlying system prompt of a genai application As prompt engineering becomes increasingly integral to the development of genai apps, any unintentional disclosure of these prompts can. The basics what is system prompt leakage Llms operate based on a combination of user input and hidden system prompts—the instructions that guide the model's behavior
These system prompts are meant to be secret and trusted, but if users can coax or extract them, it's called system prompt leakage.
What is ai prompt leaking, ai api leaking, and ai documents leaking in llm red teaming Testing openai gpt's for real examples.
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