Training Data Poisoning Attack
From Cognitive Attack Taxonomy
Training Data Poisoning Attack
Short Description: An attacker changes training data to manipulate the model to act favorably for the attacker.
CAT ID: CAT-2023-007
Layer: 7
Operational Scale: Operational
Level of Maturity: Proof of Concept
Category: TTP
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Detailed Description: An attacker changes training data (or data labels) to manipulate the model to act favorably for the attacker. Can be insideous because the model appears to function normally but reacts unexpectedly when encountering a specific condition.
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