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AVID-2023-V012
Description
Face Identification System Evasion via Physical Countermeasures
Details
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 ATT&CK enterprise techniques such as finding Valid account, and Executing code via an API - all interleaved with adversarial ML specific attacks.
References
AVID Taxonomy Categorization
- Risk domains: Security
- SEP subcategories: S0100: Software Vulnerability; S0301: Information Leak; S0403: Adversarial Example
- Lifecycle stages: L06: Deployment
Affected or Relevant Artifacts
- Developer:
- Deployer: Commercial Face Identification Service
- Artifact Details:
Type Name System Commercial Face Identification Service
Other information
- Vulnerability Class: ATLAS Case Study
- Date Published: 2023-03-31
- Date Last Modified: 2023-03-31
- Version: 0.2
- AVID Entry