Passive ML Output Obfuscation (9f92e876-e2c0-4def-afee-626a4a79c524)

Decreasing the fidelity of model outputs provided to the end user can reduce an adversaries ability to extract information about the model and optimize attacks for the model.

Cluster A	Galaxy A	Cluster B	Galaxy B	Level
Passive ML Output Obfuscation (9f92e876-e2c0-4def-afee-626a4a79c524)	MITRE ATLAS Course of Action	Extract ML Model (f78e0ac3-6d72-42ed-b20a-e10d8c752cf6)	MITRE ATLAS Attack Pattern	1
Passive ML Output Obfuscation (9f92e876-e2c0-4def-afee-626a4a79c524)	MITRE ATLAS Course of Action	Black-Box Optimization (c4e52005-7416-45c4-9feb-8cd5fd34f70a)	MITRE ATLAS Attack Pattern	1
Passive ML Output Obfuscation (9f92e876-e2c0-4def-afee-626a4a79c524)	MITRE ATLAS Course of Action	Discover ML Model Ontology (943303ef-846b-49d6-b53f-b0b9341ac1ca)	MITRE ATLAS Attack Pattern	1
Passive ML Output Obfuscation (9f92e876-e2c0-4def-afee-626a4a79c524)	MITRE ATLAS Course of Action	Discover ML Model Family (c552f0b5-2e2c-4f8f-badc-0876ecca7255)	MITRE ATLAS Attack Pattern	1
Passive ML Output Obfuscation (9f92e876-e2c0-4def-afee-626a4a79c524)	MITRE ATLAS Course of Action	Infer Training Data Membership (86b5f486-afb8-4aa9-991f-0e24d5737f0c)	MITRE ATLAS Attack Pattern	1
Passive ML Output Obfuscation (9f92e876-e2c0-4def-afee-626a4a79c524)	MITRE ATLAS Course of Action	Invert ML Model (e19c6f8a-f1e2-46cc-9387-03a3092f01ed)	MITRE ATLAS Attack Pattern	1
Exfiltration via ML Inference API (b07d147f-51c8-4eb6-9a05-09c86762a9c1)	MITRE ATLAS Attack Pattern	Extract ML Model (f78e0ac3-6d72-42ed-b20a-e10d8c752cf6)	MITRE ATLAS Attack Pattern	2
Black-Box Optimization (c4e52005-7416-45c4-9feb-8cd5fd34f70a)	MITRE ATLAS Attack Pattern	Craft Adversarial Data (a7c30122-b393-4265-91b7-57cd1211e3f9)	MITRE ATLAS Attack Pattern	2
Exfiltration via ML Inference API (b07d147f-51c8-4eb6-9a05-09c86762a9c1)	MITRE ATLAS Attack Pattern	Infer Training Data Membership (86b5f486-afb8-4aa9-991f-0e24d5737f0c)	MITRE ATLAS Attack Pattern	2
Exfiltration via ML Inference API (b07d147f-51c8-4eb6-9a05-09c86762a9c1)	MITRE ATLAS Attack Pattern	Invert ML Model (e19c6f8a-f1e2-46cc-9387-03a3092f01ed)	MITRE ATLAS Attack Pattern	2