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

Properties


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

Neighbors

CWE-1039 has no direct neighbors in this release.

Inferred Relationships

This page is experimental and may change significantly in future releases.

Related Countermeasure Techniques

No related defensive techniques in this release.

Related Weaknesses

Related Offensive Techniques

No related offensive techniques in this release.