AI-Enabled Product or Service
An AI-enabled product is like a digital storefront that uses a hidden brain to help you. Sometimes, bad actors can trick that storefront to peek behind the curtain and learn how the hidden brain makes its decisions.
An AI-enabled product or service acts as an abstraction layer over a machine learning model. Adversaries can exploit this interface to perform indirect model access, potentially leaking sensitive model architecture, training data, or inference logic through system logs and metadata.
An AI-enabled product or service is an application that leverages an underlying AI model as a backend component. Adversaries may utilize this service as an attack vector to achieve indirect model access, facilitating model inversion, extraction, or membership inference attacks by analyzing observable artifacts such as response latency, error messages, and metadata logs.