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

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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.

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