Jupyter Notebooks | PQC Sandbox

NEW: CISA Publishes PQC Product Categories - Federal Agencies Must Buy PQC-Capable Products (Jan 2026) • Google Announces Merkle Tree Certificates for Post-Quantum HTTPS (Feb 2026) • 50%+ of Web Traffic Now Uses Post-Quantum Key Agreement (Cloudflare, Oct 2025) • NIST: HQC Selected as 5th Post-Quantum Algorithm - Code-Based Backup to ML-KEM (Mar 2025) • EO 14306: Trump Admin Continues PQC Mandate - Bipartisan Support for Quantum Security (Jun 2025) • NCCoE Releases SP 1800-38 PQC Migration Practice Guide (Sep 2025) • CNSA 2.0 Acquisition Deadline: Jan 1, 2027 - All New NSS Must Be Quantum-Safe • DYBER: QUAC-100 Accelerator - 1.2M+ ML-KEM Ops/Sec, 16 NTT Engines, FIPS 140-3 (IUT) • DYBER: QuantaHSM Network HSM - PQC + QRNG + Key Mgmt in 1U Rack Appliance • DYBER: QuantaM2 M.2 Accelerator - 50K+ Ops/Sec in 22x42mm, 5W TDP • DYBER: QuantaTPM & QuantaSE - First PQC-Native TPM & Secure Element for IoT • DYBER: Pilot Program Now Accepting Applications - Apply Now NEW: CISA Publishes PQC Product Categories - Federal Agencies Must Buy PQC-Capable Products (Jan 2026) • Google Announces Merkle Tree Certificates for Post-Quantum HTTPS (Feb 2026) • 50%+ of Web Traffic Now Uses Post-Quantum Key Agreement (Cloudflare, Oct 2025) • NIST: HQC Selected as 5th Post-Quantum Algorithm - Code-Based Backup to ML-KEM (Mar 2025) • EO 14306: Trump Admin Continues PQC Mandate - Bipartisan Support for Quantum Security (Jun 2025) • NCCoE Releases SP 1800-38 PQC Migration Practice Guide (Sep 2025) • CNSA 2.0 Acquisition Deadline: Jan 1, 2027 - All New NSS Must Be Quantum-Safe • DYBER: QUAC-100 Accelerator - 1.2M+ ML-KEM Ops/Sec, 16 NTT Engines, FIPS 140-3 (IUT) • DYBER: QuantaHSM Network HSM - PQC + QRNG + Key Mgmt in 1U Rack Appliance • DYBER: QuantaM2 M.2 Accelerator - 50K+ Ops/Sec in 22x42mm, 5W TDP • DYBER: QuantaTPM & QuantaSE - First PQC-Native TPM & Secure Element for IoT • DYBER: Pilot Program Now Accepting Applications - Apply Now

Included Notebooks

All 6 notebooks are pre-loaded in the file browser on the left. Double-click any notebook to open it:

01
SDK Overview & First Operations Install pqcrypto, generate your first ML-KEM keypair, run basic encapsulation
02
Key Exchange Deep Dive (ML-KEM) Compare ML-KEM-512/768/1024 security levels, measure key sizes and performance
03
Digital Signatures (ML-DSA) Sign and verify messages, test tamper detection, compare signature sizes
04
Hybrid Encryption X25519 + ML-KEM-768 hybrid key exchange for transitional security
05
TLS Integration Post-quantum TLS configuration, certificate generation, protocol testing
06
Performance Benchmarking Measure throughput, compare algorithms, estimate QUAC 100 hardware speedup

Quick Start Code

Paste this into a new notebook cell to get started:

# Install PQC library (run once)
import micropip
await micropip.install('pqcrypto')

# ML-KEM-768 Key Encapsulation
from pqcrypto.kem.kyber768 import generate_keypair, encrypt, decrypt

public_key, secret_key = generate_keypair()
ciphertext, shared_secret_enc = encrypt(public_key)
shared_secret_dec = decrypt(secret_key, ciphertext)

print(f"Keys match: {shared_secret_enc == shared_secret_dec}")
print(f"Public key size: {len(public_key)} bytes")
print(f"Shared secret: {shared_secret_enc[:16].hex()}...")
    

Note: Package availability depends on the Pyodide kernel. Some packages may need alternative imports.

Products

Resources

Company