Security
3 techniques
Protecting AI systems from malicious attacks and unauthorized access.
3 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Homomorphic Encryption | Algorithmic | Model Agnostic | Any | Homomorphic encryption allows computation on encrypted data without decrypting it first, producing encrypted results... | ||
| Red Teaming | Procedural | Model Agnostic | Any | Red teaming involves systematic adversarial testing of AI/ML systems by dedicated specialists who attempt to identify... | ||
| Anomaly Detection | Algorithmic | Model Agnostic | Any | Anomaly detection identifies unusual behaviours, inputs, or outputs that deviate significantly from established normal... |
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