Automated Recognition Mechanism with Inadequate Detection or Handling of Adversarial Input Perturbations,Inadequate Detection or Handling of Adversarial Input Perturbations in Automated Recognition Mechanism

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Automated Recognition Mechanism with Inadequate Detection or Handling of Adversarial Input Perturbations

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Inadequate Detection or Handling of Adversarial Input Perturbations in Automated Recognition Mechanism

definition

The product uses an automated mechanism such as machine learning to recognize complex data inputs (e.g. image or audio) as a particular concept or category, but it does not properly detect or handle inputs that have been modified or constructed in a way that causes the mechanism to detect a different, incorrect concept.