Liberating Off-Chain Data and Preserving User Privacy
summary
DECO is a privacy-preserving oracle layer that uses zero-knowledge proofs to prove facts like “bank balance > threshold” and to attest data came from an authentic source without revealing credentials or full transaction history. It outputs a computed credit score that is only the score on-chain, not raw records, and works with existing bank and DMV systems so it is legacy compatible. Use cases demonstrated: credit scoring, age/ID credentials, private data marketplaces, healthcare and climate data sharing.
AI-written summary · about
chapters (12)
- 0:00Intro
- 1:15About Teller
- 2:05About Fan
- 2:49What is DECO
- 5:11The nature of collateral
- 8:08What makes DECO unique
- 10:24Control aspect
- 11:15Types of new data
- 13:09Scoring
- 15:11Reputation
- 18:45Backwards Compatible
- 22:21Future Use Cases
related talks
21mTowards Building a Responsible Data Economy
26mHow zero-knowledge proofs can be used to balance privacy and compliance
11mData as an Asset: Transforming Ownership in the Digital Age
19mBeyond the Blacklist, The Compliant Way To Do Private Transactions
19mA Lawyer’s Take on Privacy - Programmable Disclosure
19mPrivate AI: Building Trust Through Verifiable Computation
28mDePIN & Privacy
27mCreate Value and Insight Through Privacy-preserving Data Collaboration [...]
