Model Extraction Attacks
From Cognitive Attack Taxonomy
Model Extraction Attacks
Short Description: Attacker(s) reproduce the model by repeatedly observing inputs and outputs and using these emulate the model.
CAT ID: CAT-2023-017
Layer: 7
Operational Scale: Operational
Level of Maturity: Proof of Concept
Category: TTP
Subcategory:
Also Known As:
Description:
Brief Description:
Closely Related Concepts:
Mechanism:
Multipliers:
Detailed Description: Attacker(s) reproduce the model by repeatedly observing inputs and outputs and using these emulate model behavior.
INTERACTIONS [VETs]:
Examples:
Use Case Example(s):
Example(s) From The Wild:
