ILT-U-3693
Proficiency Testing Scheme for Random Number Generator (RNG) Assessment. Remote Gambling Technical Standards (RTS) and applicable regulatory assessment frameworks
DETERMINATION | METHOD |
| Uniform distribution of outputs | Statistical tests (e.g. Chi-square) to verify expected distribution. (RTS 7 – fairness) |
| Independence of outputs | Autocorrelation / runs tests to detect dependencies. (RTS 7 – unpredictability) |
| Absence of bias | Frequency and distribution analysis across datasets. (RTS 7 – fairness) |
| Unpredictability of RNG | Pattern and periodicity analysis; predictability checks. (RTS 7 – unpredictability) |
| Correct implementation | Comparison of code vs design documentation. (RTS 7 – integrity) |
| Adequate seeding / entropy | Review of seed generation and entropy sources. (RTS 7 – unpredictability) |
| Consistent operational behaviour | Validation of output against expected properties. (RTS 7 – reliability) |
| No manipulation or external influence | Technical review of controls and potential vulnerabilities. (RTS 7 – integrity) |
| Evidence-based conclusions | Traceability between tests, findings, and conclusions. (RTS 7 – transparency) |
| Overall compliance decision | Final judgement based on combined evidence. (RTS 7 – fairness, integrity, reliability) |
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