ZKML (Zero-Knowledge Machine Learning): Secure AI Without Data Exposure

[karenkhine]

ZKML (Zero-Knowledge Machine Learning) enables machine learning models to generate verifiable results without revealing the underlying data, model logic, or sensitive inputs. This approach allows organizations to use AI on confidential information while maintaining full privacy and trust, making it especially valuable for sectors like finance, healthcare, and enterprise AI where data protection and compliance matter as much as performance.