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