A server-side CKKS GPU library fully interoperable with OpenFHE.
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Nov 2, 2026 - Cuda
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openfhe
Here are 41 public repositories matching this topic...
Open-source FHE client and toolchain. Build fully homomorphic encryption applications with the nb DSL, instrumented OpenFHE, FHETCH API or a CUDA-style library API, record one Polynomial IR trace, and deploy to the Niobium accelerator
cryptography compiler domain-specific-language hardware-acceleration fhe fully-homomorphic-encryption confidential-computing fhe-compiler privacy-preserving-computation openfhe fhetch
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Nov 6, 2026 - Python
Harness and example implementation the FHE fetch-by-similarity workload
benchmark cryptography cpp similarity-search fhe fully-homomorphic-encryption encrypted-search privacy-preserving-computation openfhe secure-rag homomorphicencryption-org
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Oct 31, 2026 - C++
Build apps that compute on data no one can see, not even the server running them. Agent skills that guide your AI coding agents from privacy idea to a working encrypted application.
cryptography developer-tools encrypted-computation claude fhe fully-homomorphic-encryption ai-agent privacy-preserving-computation llm-tools openfhe claude-skill fhe-design
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Oct 30, 2026 - C++
Mamba-2-130M encrypted inference research with CKKS on DGX Spark. Python reference, native GPU kernel, and reproducible experiments.
cryptography cuda pytorch gpu-acceleration language-models homomorphic-encryption mamba state-space-models fhe privacy-preserving-ml ckks fully-homomorphic-encryption research-prototype llm openfhe mamba2 encrypted-inference fideslib
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Oct 2, 2026 - Python
Reference implementation of the BHDR regression kernel: BSGS-hoisted diagonal Kernel SHAP regression under CKKS FHE.
homomorphic-encryption bsgs explainable-ai fhe shap privacy-preserving-ml ckks feature-attribution fully-homomorphic-encryption openfhe kernel-shap encrypted-ml
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Oct 7, 2026 - Python
Drop-in encrypted Fairlearn metrics over CKKS. Same API surface; ciphertext arithmetic via TenSEAL or OpenFHE.
python machine-learning privacy audit compliance homomorphic-encryption fairness fhe fairness-ml ckks fairlearn tenseal openfhe
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Oct 7, 2026 - Python
Unified attack-replay regression harness for FHE libraries (SEAL, OpenFHE, Lattigo, tfhe-rs).
python security regression-testing seal fault-injection homomorphic-encryption bgv fhe github-action ckks bfv lattigo openfhe tfhe-rs side-channel-attack ind-cpa-d
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May 1, 2026 - Python
FHE Oracle — adversarial precision testing for Fully Homomorphic Encryption. Open-source edition (AGPL-3.0).
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Oct 7, 2026 - Python
Confidential computation and governance for AI across organizations, keep sensitive data and models private, enforce purpose-bound release, and produce auditable evidence.
python rust cryptography compiler homomorphic-encryption privacy-enhancing-technologies fhe ckks openfhe
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Oct 19, 2026 - Rust
Run a neural-network intrusion detector on encrypted network traffic with FHE, executed on the Niobium Fog. Apache-2.0 sample code + public SDK; Fog execution is a hosted service and needs a Niobium account.
cpp intrusion-detection hardware-acceleration encrypted-computation anomaly-detection fhe fully-homomorphic-encryption confidential-computing privacy-preserving-computation openfhe
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Oct 31, 2026 - Python
Starter kit for encrypted (FHE) computation on the Niobium Fog. Apache-2.0 sample code + public SDK; Fog execution is a hosted service and needs a Niobium account.
cryptography cpp starter-kit hardware-acceleration encrypted-computation fhe fully-homomorphic-encryption confidential-computing privacy-preserving-computation openfhe
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Oct 31, 2026 - C++
Score a card transaction for fraud without the scoring party ever seeing it — a neural network under FHE, running on a Niobium FPGA over the Fog.
machine-learning neural-network cpp hardware-acceleration encrypted-computation fraud-detection anomaly-detection fhe fully-homomorphic-encryption confidential-computing privacy-preserving-computation openfhe
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Oct 31, 2026 - C++
FPGA accelerator for exact OpenFHE DCRTPoly polynomial multiplication in Z_q[X]/(X^4096+1), on a PYNQ-Z2 (XC7Z020)
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Jul 31, 2026 - SystemVerilog
30-day hospital readmission risk scored under fully homomorphic encryption. The patient is analyzed in full. The model reads nothing at all.
healthcare encrypted-computation fhe privacy-preserving-machine-learning ckks fully-homomorphic-encryption hospital-readmission openfhe
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Aug 20, 2026 - Python
A Benchmarking Framework for Fully Homomorphic Encryption Libraries
seal homomorphic-encryption homomorphic-encryption-library helib fhe fully-homomorphic-encryption openfhe
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Aug 21, 2026 - C++
SafeAdapt-VANET: contract-constrained hierarchical LLM agent orchestration for privacy-preserving federated learning in dynamic vehicular networks (research prototype)
homomorphic-encryption vanet vehicular-networks differential-privacy federated-learning llm-agents openfhe safety-contracts
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Sep 2, 2026 - Python
Docker base image with pre-built OpenFHE libraries for creating language bindings and applications. Ready-to-use development environment for homomorphic encryption projects.
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Jul 16, 2025 - Dockerfile
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