Zero Belief 101: It is Time to Ditch “Belief however Confirm”

Zero Belief 101: It is Time to Ditch “Belief however Confirm”

Welcome to our new weblog sequence on zero belief! When you’re an IT government attempting to navigate the complicated world of cybersecurity, you’re in the fitting place. Over the subsequent few posts, we’re going to demystify this buzzworthy idea and present you the best way to make it work in your group. No jargon, no…

FairProof: An AI System that Makes use of Zero-Data Proofs to Publicly Confirm the Equity of a Mannequin whereas Sustaining Confidentiality

FairProof: An AI System that Makes use of Zero-Data Proofs to Publicly Confirm the Equity of a Mannequin whereas Sustaining Confidentiality

The proliferation of machine studying (ML) fashions in high-stakes societal functions has sparked considerations concerning equity and transparency. Cases of biased decision-making have led to a rising mistrust amongst customers who’re topic to ML-based choices.  To deal with this problem and enhance client belief, know-how that permits public verification of the equity properties of those…