AVID-2023-V011

Description

Microsoft Edge AI Evasion

Details

The Azure Red Team performed a red team exercise on a new Microsoft product designed for running AI workloads at the edge. This exercise was meant to use a automated system to continuously manipulate a target image to cause the ML model to produce misclassifications.

References

• Microsoft Edge AI Evasion

AVID Taxonomy Categorization

• Risk domains: Security
• SEP subcategories: S0301: Information Leak; S0403: Adversarial Example
• Lifecycle stages: L06: Deployment

Affected or Relevant Artifacts

• Developer:
• Deployer: New Microsoft AI Product
• Artifact Details:

  Type	Name
  System	New Microsoft AI Product

Other information

• Vulnerability Class: ATLAS Case Study
• Date Published: 2023-03-31
• Date Last Modified: 2023-03-31
• Version: 0.2
• AVID Entry