MITRE ATLAS 2026 Top AI Detection: Model Inversion and Training Data Reconstruct

Detects high-volume API requests to an AI inference service that explicitly request gradient, confidence vector, or raw logit information. Such patterns are indicative of model inversion or training data reconstruction attacks, where an adversary attempts to extract private training data by exploiting detailed output from the model.