Table 2 Random numbers from QRNG sources pass the NIST randomness tests.

From: Quantum random number cloud platform

Statistical test

Single-photon

Phase-noise

Photon-counting

Vacuum-noise

XOR

 

P-VAL

Prop.

P-VAL

Prop.

P-VAL

Prop.

P-VAL

Prop.

P-VAL

Prop.

Frequency

0.445

0.989

0.204

0.990

0.846

0.987

0.508

0.993

0.274

0.993

Block Frequency

0.581

0.986

0.406

0.992

0.465

0.994

0.375

0.988

0.871

0.990

Cumulative Sum

0.591

0.987

0.662

0.991

0.591

0.987

0.547

0.994

0.210

0.993

Runs

0.626

0.986

0.239

0.987

0.443

0.991

0.469

0.988

0.793

0.990

Longest Run

0.732

0.982

0.105

0.985

0.437

0.990

0.950

0.987

0.248

0.993

Rank

0.951

0.991

0.102

0.992

0.477

0.987

0.150

0.982

0.720

0.997

FFT

0.170

0.987

0.552

0.990

0.448

0.985

0.017

0.986

0.972

0.987

Non Overlapping

0.121

0.989

0.748

0.990

0.121

0.989

0.143

0.990

0.501

0.990

Overlapping Template

0.233

0.987

0.192

0.992

0.730

0.983

0.022

0.990

0.679

0.986

Universal

0.526

0.989

0.076

0.982

0.538

0.986

0.062

0.990

0.756

0.990

Approximate Entropy

0.820

0.991

0.098

0.990

0.380

0.987

0.625

0.987

0.265

0.995

RandomExcursions (RE)

0.975

0.987

0.980

0.986

0.975

0.987

0.846

0.990

0.100

0.988

RE Variant

0.585

0.987

0.548

0.991

0.585

0.987

0.530

0.990

0.532

0.991

Serial

0.584

0.989

0.050

0.988

0.584

0.989

0.269

0.995

0.722

0.989

Linear Complexity

0.028

0.995

0.115

0.984

0.023

0.990

0.827

0.990

0.087

0.993

  1. For tests with multiple outcomes, a Kolmogorov–Smirnov (KS) uniformity test has been performed for p values (P-VAL), and the corresponding proportions (Prop.) are averaged.