A user intentionally crafts instructions to manipulate the normal behavior of an ai model in an attempt to extract confidential information from the model. what is the term used to describe this security issue?

Question: A user intentionally crafts instructions to manipulate the normal behavior of an ai model in an attempt to extract confidential information from the model. what is the term used to describe this security issue?

The term used to describe the security issue where a user intentionally crafts instructions to manipulate the normal behavior of an AI model to extract confidential information is known as "prompt injection." This type of attack specifically targets generative AI systems, where the attacker uses carefully designed prompts to bypass safety mechanisms and access sensitive data. Prompt injection can be direct, where the input prompt causes the AI to perform unintended actions, or indirect, where the data the AI uses is poisoned or degraded. It represents a significant security vulnerability as AI becomes more integrated into various aspects of society, necessitating robust countermeasures and awareness of AI security compliance to mitigate such risks. To protect against these vulnerabilities, it is crucial for AI systems to have well-curated training datasets and for users to be vigilant about the data collection practices and the potential for manipulated inputs.

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