Artificial intelligence systems are rapidly becoming a cornerstone of modern cybersecurity, yet a fundamental challenge persists: how to secure what can't be fully understood.
The opacity of "black box" AI systems creates significant security vulnerabilities and erodes trust among stakeholders, including employees, customers, and regulators.
This article introduces the Worldview Belief System Card (WBSC) framework, a standardized approach to AI transparency, which operationalizes AI ethics by providing a clear method for documenting, validating, and maintaining AI systems' parameters.
The WBSC framework aligns with key controls in the CSA AI Controls Matrix (AICM), boosting trust, risk management, and defense.
how do you secure what you can't fully understand?
The WBSC framework offers a practical tool for implementing trustworthy AI, addressing the need for security professionals to have a structured approach to AI transparency.
Author's summary: Enhancing cybersecurity with AI transparency.