Membership Inference Attack
From Cognitive Attack Taxonomy
Membership Inference Attack
Short Description: An attacker is able to determine if a record was included in the model’s training.
CAT ID: CAT-2023-013
Layer: 7
Operational Scale: Operational
Level of Maturity: Proof of Concept
Category: Exploit
Subcategory:
Also Known As:
Description:
Brief Description:
Closely Related Concepts:
Mechanism:
Multipliers:
Detailed Description: An attacker is able to determine if a record was included in the model’s training dataset. Model over fitting may increase vulnerability to this type of attack.
INTERACTIONS [VETs]:
Examples:
Use Case Example(s):
Example(s) From The Wild:
