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Microsoft Edge AI Evasion


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.


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:
    SystemNew 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