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๐
Privacy Preservation Simulator
Interactive Privacy-Enhancing Technologies Demonstration
๐ Data Format
๐งฎ Algorithms
๐ Protocol
โ๏ธ Integration
๐ฑ QR & VC
Privacy Data Format
Input Data
Original Dataset (JSON)
[ {"id": 1, "name": "Alice Smith", "age": 30, "zipcode": "12345", "salary": 50000}, {"id": 2, "name": "Bob Jones", "age": 35, "zipcode": "12346", "salary": 60000}, {"id": 3, "name": "Carol White", "age": 30, "zipcode": "12345", "salary": 52000}, {"id": 4, "name": "David Brown", "age": 35, "zipcode": "12347", "salary": 58000} ]
Quasi-Identifiers (comma-separated)
k-Anonymity Level
๐ญ Anonymize Data
๐๏ธ Clear
Anonymized Output
Click "Anonymize Data" to see results...
Privacy Level
-
Information Loss
-
Privacy Algorithms
Differential Privacy
Original Value
Epsilon (ฮต) - Privacy Budget
Noise Mechanism
Laplace Mechanism
Gaussian Mechanism
๐ฒ Add DP Noise
๐ Calculate Budget
Results
Configure differential privacy parameters and click "Add DP Noise"...
Privacy Guarantee (ฮต)
-
Noise Scale
-
Relative Error
-
Privacy Protocol
Secure Multi-Party Computation
Party A Input (Secret)
Party B Input (Secret)
Computation Type
Sum (A + B)
Average ((A + B) / 2)
Comparison (A > B)
๐ Execute SMPC
๐ฏ Zero-Knowledge Proof
Protocol Output
Select computation type and execute SMPC...
Computation Result
-
Privacy Preserved
โ YES
System Integration
API Configuration
API Endpoint
Privacy Framework
GDPR (EU)
CCPA (California)
HIPAA (Healthcare)
PIPEDA (Canada)
Data Processing Purpose
Statistical analysis for healthcare research with differential privacy guarantees (ฮต=1.0)
๐ป Generate Code
โ Validate Compliance
Integration Code
Click "Generate Code" to see implementation...
Compliance Status
-
QR Code & Verifiable Credentials
Privacy Credential
Subject
Claim Type
Anonymized Age Range
Privacy-Preserved Attribute
Differential Privacy Proof
k-Anonymous Membership
Claim Value
Privacy Level
High (k=10, ฮต=0.5)
Medium (k=5, ฮต=1.0)
Low (k=2, ฮต=2.0)
๐ Generate VC
๐ฑ Generate QR Code
Verifiable Credential
Click "Generate VC" to create a privacy-preserving credential...
QR Code
QR code will appear here...