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Quantum-Safe Security for Federated Learning

Deep protection for Flower, NVIDIA FLARE, and OpenFL platforms. We deploy NIST-standardized CRYSTALS-Kyber and Dilithium cryptography to neutralize Harvest-Now-Decrypt-Later threats for Defense, Healthcare, and Finance.

Flower (FLWR)

Implement quantum-safe model aggregation within the Flower framework. Neutralize 'Harvest-Now-Decrypt-Later' risks for decentralized healthcare networks.

COMPATIBLE: V1.0+

Seamless SDK Integration

The QuantumFlo SDK plugs directly into leading federated learning orchestrators. Protect your global model updates from quantum-enabled surveillance and interception with one-line integration.

NVIDIA FLARE

Hardened security for NVIDIA's enterprise FL platform. Protect high-value AI weights in financial services using CRYSTALS-Kyber key encapsulation.

COMPATIBLE: V2.3+

OpenFL

Native support for OpenFL enclaves. Secure defense-grade intelligence sharing with CRYSTALS-Dilithium digital signatures at the edge.

COMPATIBLE: INTEL SGX

Technical Architecture

A deep dive into our quantum-safe federated learning stack. We integrate NIST-standardized PQC directly into the data processing pipeline to solve the Harvest-Now-Decrypt-Later crisis.

Edge Computing Node

Local training on sensitive datasets. QuantumFlo SDK encapsulates local model updates using CRYSTALS-Kyber.

Core Aggregator

QuantumFlo SDK Stack

NIST FIPS 203 & 204 Ready

PQC Key Registry

Centralized management of lattice-based public keys for asymmetric encryption across the FL federation.

Secure Enclave (SGX)

Verified identity management via CRYSTALS-Dilithium digital signatures for every transaction.

Audit & Compliance

Cryptographic proof of non-interception for Defense (DoD) and Healthcare (HIPAA) requirements.

KEM ALGORITHM

CRYSTALS-Kyber

SIGNATURE ALGORITHM

CRYSTALS-Dilithium

QUANTUM READINESS

NIST ML-KEM/DSA

The QuantumFlo Advantage

Enterprise-grade post-quantum security engineered for the most demanding federated learning environments in defense and finance.

NIST-Aligned PQC

Full implementation of FIPS 203 (ML-KEM) and FIPS 204 (ML-DSA) standards, ensuring your FL model updates are immune to harvest-now-decrypt-later attacks.

Federated Specialization

The only cybersecurity firm focused exclusively on protecting decentralized AI. We secure the orchestration layer without compromising model accuracy.

Compliance Evidence

Automated evidence packages for CMMC, HIPAA, DORA, and FedRAMP. Transition to post-quantum readiness while staying audit-compliant.

Fast SDK Integration

Native wrappers for Flower, NVIDIA FLARE, and OpenFL. Secure your global model updates with just three lines of code in your existing pipeline.

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