ML Model Vulnerabilities#
Before testing Machine Learning models, it’s crucial to have a comprehensive understanding of the critical vulnerabilities that can impact your model. Giskard provides an automatic scan functionality that is designed to automatically detect a variety of risks associated with your ML model. You can learn more about the different vulnerabilities it can detect here:
By conducting a Giskard scan, you can proactively identify and address these vulnerabilities to ensure the reliability, fairness, and robustness of your Machine Learning models.