Back to results for “Security”
AI Security & Adversarial Attacks › Model Inversion Attacks

What is Model Inversion Attacks

Beginner

Answer

Model inversion attacks attempt to reconstruct sensitive information about the original training data by carefully analyzing a model's outputs.
Real-world example A model inversion attack might try to reconstruct a recognizable face image from a facial recognition model without ever having direct access to the original training photos.

Common follow-ups: What is AI Security & Adversarial Attacks, How is Model Inversion Attacks evaluated in practice, What tools are commonly used for Model Inversion Attacks