DEVELOPED BY DR. SUDIN BARAOKAR
Fabric trust index76.8

PVDN · module 02

Personal Virtual Data Network

A sovereign personal data wallet. Access = IdentityValid ∧ ConsentValid ∧ PurposeAllowed ∧ ScopeAllowed. Data is not copied between institutions; attributes are disclosed selectively, provably and revocably.

Personal data vault

Toggle what this purpose may use. Purpose-disallowed fields cannot be granted.

Active grant

Identity

Verified identity

utility 0.95 · privacy risk 0.35

ZKPMinimum set

Age band

utility 0.50 · privacy risk 0.08

ZKPMinimum set

Full address

utility 0.40 · privacy risk 0.82

Out of purpose

Financial

Income band

utility 0.85 · privacy risk 0.22

ZKPMinimum set

Full bank statements

utility 0.90 · privacy risk 0.95

Out of purpose

Fraud risk score

utility 0.80 · privacy risk 0.15

ZKPMinimum set

Insurance

Insurance claims history

utility 0.72 · privacy risk 0.55

Health

Health declarations

utility 0.60 · privacy risk 0.98

Out of purpose

Device

Device trust attestation

utility 0.45 · privacy risk 0.10

ZKPMinimum set

Privacy-utility optimiser

max Utility − λ·PrivacyRisk s.t. Purpose ∧ Consent ∧ MinimumNecessary

λ privacy weight1.4

Granted utility

2.60

Privacy exposure

0.18

Optimiser recommendation for this purpose: identity, age_band, income_band, fraud_score, device_trust. ZKP-backed attributes reduce exposure by ~75% because the verifier receives a proof, not the value.

Consent receipt

Machine-readable, revocable, expiring

{
  "principal": "USR-10024",
  "purpose": "insurance_underwriting",
  "fields": [
    "identity",
    "income_band",
    "fraud_score"
  ],
  "expiry": "2026-12-31",
  "share_raw_data": false,
  "revocable": true,
  "revoked": false,
  "consent_manager": "registered",
  "residency": "IN"
}

Immutable access log

Append-only, hash-chained, exportable to the data principal

TimestampRequesterAttributeBasisDisclosure
2026-09-08 14:02:11Sahyadri Co-op Bankfraud_scoreconsentProof only
2026-09-08 11:47:03Bharat General Insuranceincome_bandconsentProof only
2026-09-07 19:20:55Sahyadri Co-op BankidentityconsentValue
2026-09-06 08:12:40Discovery platformage_bandconsentProof only
2026-09-05 16:31:22Unknown requesterbank_statementsdeniedValue

Sovereign security controls

What protects the vault

India-resident stores

Post-quantum roadmap

Zero-knowledge proofs

Selective disclosure

Tokenisation

Key rotation (90d)

Confidential compute

Purpose limitation

DPDP alignment: consent is specific, purpose-bound and withdrawable; the consent manager keeps consent and data-sharing records the principal can review.

Regulator-facing explanation

Control family, audit record and reporting posture

The deterministic layers above run without AI. Generate a narrative to add a plain-language explanation of the current state for reviewers and supervisors.