MITRE ATLAS
mitre-atlas-cs0012
Face Identification System Evasion via Physical Countermeasures
- Predictive ML & Computer Vision
- Model Evasion & Bypass
MITRE's AI Red Team demonstrated a physical-domain evasion attack on a commercial face identification service with the intention of inducing a targeted misclassification. This operation had a combination of traditional MITRE ATT&CK techniques such as finding valid accounts and executing code via an API - all interleaved with adversarial ML specific attacks.