Transparency
Confidential Verification
Techniques that let an outside party check a claim about a system or its data without being handed the data or the model.
2 techniques
2 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Differential Privacy | Algorithmic | Architecture/model Agnostic Requirements/black Box | Any | Differential privacy puts a mathematical limit on what a published result reveals about any one person. The data holder... | ||
| Zero-Knowledge Proof of Model Inference | Algorithmic | Architecture/neural Networks Architecture/tree Based +1 | Any | A zero-knowledge proof of model inference lets the owner of a model show an outside party that one specific model, fixed... |
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