NiobiumInc

fhe-application-design

Design and build Fully Homomorphic Encryption (FHE) applications using OpenFHE. Guides developers from problem statement through privacy model, feasibility assessment, scheme selection, circuit design, SIMD data layout, parameter selection, and code generation. Use this skill whenever the user mentions FHE, homomorphic encryption, encrypted computation, computing on encrypted data, OpenFHE, CKKS, BFV, BGV, privacy-preserving computation, or wants to design any application that processes data without decrypting it. Also use when the user asks about FHE feasibility, whether a workload can run under encryption, or how to structure a client-server protocol for encrypted data. Use this skill even if the user doesn't explicitly say "FHE" — if they describe a scenario where computation must happen on data that the computing party cannot see, this skill applies.