pqc-hot-framework

name: "pqc-hot-framework" description: "PQC-HOT framework for post-quantum cryptography implementation in software systems. Analyzes PQC migration through Human, Organisation, and Technology dimensions. Use when implementing post-quantum cryptography, PQC migration, quantum-safe security transitions, or evaluating PQC implementation readiness. Activation: PQC implementation, post-quantum cryptography, quantum-safe migration, PQC-HOT model, quantum security transition"

PQC-HOT Framework

Post-Quantum Cryptography implementation analysis through the Human-Organisation-Technology (HOT) lens. Based on arXiv:2606.04669 (Shakya et al., 2026).

Core Insight

PQC implementation is not just a cryptographic replacement — it is a socio-technological transformation requiring coordinated approaches across three interconnected dimensions.

HOT Dimensions

Human Dimension

• Developer awareness and training on PQC algorithms
• Security team capability for quantum threat assessment
• Knowledge gaps between cryptographic theory and practical implementation
• Human factors: usability, cognitive load, developer resistance to change

Organisation Dimension

• Governance and policy for PQC adoption timelines
• Budget allocation and resource planning for migration
• Compliance requirements and regulatory alignment
• Risk management: prioritizing systems by quantum vulnerability
• Vendor management: third-party PQC readiness assessment

Technology Dimension

• Algorithm selection: NIST-standardized (ML-KEM, ML-DSA, SLH-DSA) + HQC
• Performance benchmarking: latency, throughput, key/ciphertext size
• Compatibility: hybrid mode (classical + PQC) during transition
• Infrastructure: NPU/GPU acceleration (see paper: 18x efficiency on Hexagon NPU)
• Crypto agility: ability to swap algorithms without system redesign

PQC-HOT Model

    ┌──────────┐     ┌──────────┐     ┌──────────┐
    │  Human   │────▶│Organisation│────▶│Technology│
    │          │◀────│          │◀────│          │
    └──────────┘     └──────────┘     └──────────┘
       ▲                                    │
       └────────────────────────────────────┘

All three dimensions are interconnected — weakness in any one constrains the others.

Implementation Workflow

1. Assess — Inventory cryptographic assets, map dependencies, identify quantum-vulnerable systems
2. Prioritize — Rank by sensitivity, exposure, and migration complexity
3. Train — Build PQC competency in development and security teams
4. Prototype — Implement hybrid mode in non-critical systems first
5. Deploy — Phased rollout with rollback capability
6. Monitor — Track algorithm performance, security incidents, and emerging quantum threats

Key PQC Algorithms (NIST + Additional)

Activation Keywords

• PQC implementation, post-quantum cryptography, quantum-safe migration
• PQC-HOT model, NIST PQC algorithms, crypto agility
• quantum security transition, cryptographic migration

References

• arXiv:2606.04669 — "SoK: Post-Quantum Cryptography (PQC) Implementation in Software Systems"
• arXiv:2606.01968 — "HQC Decoding Optimization on NPU-Integrated Devices"