zama’s mathematical stack: core of fhe computation
@zama_fhe stack operationalizes fully homomorphic encryption (fhe) through three core components built on lattice based cryptography specifically the lwe and rlwe problems, both post quantum secure.
> tfhe (torus fhe)
implements fhe using torus representation for ciphertexts, enabling efficient boolean and arithmetic operations.
optimized bootstrapping keeps noise growth stable, allowing deep computation over encrypted data.
> concrete
a compiler and fhe library translating high level arithmetic or logical operations into tfhe compatible circuits.
it automates parameter selection, noise estimation and modular arithmetic, providing a bridge between applications and fhe primitives.
> fhevm
extends fhe to blockchain execution by embedding tfhe logic in the evm.
smart contracts can process encrypted inputs and states while preserving full confidentiality and verifiability.
together, tfhe, concrete and fhevm form zama’s integrated fhe stack:
a mathematically consistent and quantum resilient system for confidential computation across ai, data and blockchain environments.
#ZamaCreatorProgram
zama’s mathematical stack: core of fhe computation
@zama_fhe stack operationalizes fully homomorphic encryption (fhe) through three core components built on lattice based cryptography specifically the lwe and rlwe problems, both post quantum secure.
> tfhe (torus fhe)
implements fhe using torus representation for ciphertexts, enabling efficient boolean and arithmetic operations.
optimized bootstrapping keeps noise growth stable, allowing deep computation over encrypted data.
> concrete
a compiler and fhe library translating high level arithmetic or logical operations into tfhe compatible circuits.
it automates parameter selection, noise estimation and modular arithmetic, providing a bridge between applications and fhe primitives.
> fhevm
extends fhe to blockchain execution by embedding tfhe logic in the evm.
smart contracts can process encrypted inputs and states while preserving full confidentiality and verifiability.
together, tfhe, concrete and fhevm form zama’s integrated fhe stack:
a mathematically consistent and quantum resilient system for confidential computation across ai, data and blockchain environments.
#ZamaCreatorProgram