Giskard

Giskard specializes in automated security testing and vulnerability detection for machine learning models, identifying risks associated with model bias, data drift, and adversarial attacks. The platform integrates with existing machine learning workflows providing continuous monitoring, validation, static and dynamic analysis techniques throughout the model lifecycle. Its technology addresses AI security challenges including model explainability and regulatory compliance across finance, healthcare, and technology industries. Cyberin enables security teams to evaluate Giskard alongside alternative solutions in the AI security space.