Homomorphic encryption
AIGP glossary · Last reviewed: · By Victor Humenhuk (AIGP certified)
Homomorphic encryption - A PET allowing computation on encrypted data - not yet at scale.
In the AIGP body of knowledge, Homomorphic encryption comes up under Module 5: Existing Laws & AI · BoK III.A; Module 6: Governing AI Development · BoK III.B.
Homomorphic encryption in context
- The scraping problem and three privacy-enhancing technologies - differential privacy, homomorphic encryption and secure multi-party computation - shape AI data strategy. (Anonymisation, Pseudonymisation and PETs)
Where Homomorphic encryption is covered in the AIGP study notes
Related terms
- Anonymisation
- Pseudonymisation
- Scraping problem
- Differential privacy
- Secure multi-party computation
- Brittleness
- Hallucinations
- AI Incident Database
Test yourself on Homomorphic encryption
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