Model Inversion Attack
From Cognitive Attack Taxonomy
Model Inversion Attack
Short Description: Attacker uses model responses to recontruct training dataset.
CAT ID: CAT-2023-014
Layer: 7
Operational Scale: Operational
Level of Maturity: Proof of Concept
Category: Exploit
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Detailed Description: Attacker is able to infer characteristics about the model training data with varying degrees of accuracy, revealing potentially sensitive information.
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