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Validate ML Model (01c2ec0a-e257-4a75-9e59-f71aa6362b6e)

Validate that machine learning models perform as intended by testing for backdoor triggers or adversarial bias. Monitor model for concept drift and training data drift, which may indicate data tampering and poisoning.

Galaxy ColorsMITRE ATLA...MITRE ATLA...
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Cluster A Galaxy A Cluster B Galaxy B Level
Model (452b8fdf-8679-4013-bb38-4d16f65430bc) MITRE ATLAS Attack Pattern Validate ML Model (01c2ec0a-e257-4a75-9e59-f71aa6362b6e) MITRE ATLAS Course of Action 1
Poison ML Model (e0eb2b64-aebd-4412-80f3-b71d7805a65f) MITRE ATLAS Attack Pattern Validate ML Model (01c2ec0a-e257-4a75-9e59-f71aa6362b6e) MITRE ATLAS Course of Action 1
Validate ML Model (01c2ec0a-e257-4a75-9e59-f71aa6362b6e) MITRE ATLAS Course of Action Inject Payload (a50f02df-1130-4945-94bb-7857952da585) MITRE ATLAS Attack Pattern 1
Model (452b8fdf-8679-4013-bb38-4d16f65430bc) MITRE ATLAS Attack Pattern ML Supply Chain Compromise (d2cf31e0-a550-4fe0-8fdb-8941b3ac00d9) MITRE ATLAS Attack Pattern 2
Poison ML Model (e0eb2b64-aebd-4412-80f3-b71d7805a65f) MITRE ATLAS Attack Pattern Backdoor ML Model (c704a49c-abf0-4258-9919-a862b1865469) MITRE ATLAS Attack Pattern 2
Inject Payload (a50f02df-1130-4945-94bb-7857952da585) MITRE ATLAS Attack Pattern Backdoor ML Model (c704a49c-abf0-4258-9919-a862b1865469) MITRE ATLAS Attack Pattern 2