EMS Entropy Testing
๐Ÿ“Š Dashboard ๐Ÿ”ฅ Binary Heatmap ๐Ÿ’ก Connect

๐Ÿ”ฌ Live Quantum Entropy Analysis

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๐ŸŽจ Real-Time Binary Entropy Visualization

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Select source and click "Load Live Heatmap" to visualize quantum entropy patterns

โšก NIST SP 800-22 Data Requirements

For cryptographic validation: 10 bitstreams ร— 1,000,000 bits each (10MB total)

7.3MB / 10MB collected

Real-Time Quality Assessment

EXCELLENT (94.8%)
โ†— Improving
Detected Input: Binary (7.3MB) - Multi-source quantum entropy
๐Ÿ”ฌ Show Advanced Analysis

P-value Distribution: Normal (ฯ‡ยฒ = 0.87)

Confidence Interval: 99.9% statistical significance

Compression Ratio: 1.003 (excellent entropy)

Autocorrelation: < 0.001 (no detectable patterns)

Von Neumann Ratio: 1.97 (ideal โ‰ˆ 2.0)

๐Ÿ“‚ Test Custom Entropy Data

Upload binary, hex, or text data for comprehensive entropy analysis

๐Ÿ“Š NIST SP 800-22 Test Results

PARTIAL DATA
Statistical Test Score Status
Frequency (Monobit) 99.2% โœ… Passed
Block Frequency 98.7% โœ… Passed
Runs Test 97.4% โœ… Passed
Longest Run of Ones 96.1% โœ… Passed
Spectral (FFT) 85.3% โš ๏ธ Limited Data
Template Matching 94.1% โœ… Passed
Universal Statistical - ๐Ÿ“Š Insufficient Data
Random Excursions - ๐Ÿ“Š Insufficient Data
Overall Assessment: EXCELLENT (94.8%)
6/8 tests passed with high confidence. 2 tests require additional data.

๐ŸŽจ Entropy Pattern Analysis

PATTERN-FREE

Binary Pattern Heatmap

โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆ โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘ โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ โ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆ โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘
โœ… No detectable patterns found
โ€ข Random distribution confirmed across all bit positions
โ€ข No periodic structures detected in spectral analysis
โ€ข Compression ratio indicates high entropy content
โ€ข Hamming weight distribution: 49.8% / 50.2% (optimal)

โš›๏ธ Quantum Source Comparison

MULTI-SOURCE
ANU QRNG
A+
98.5% Quality
Quantum Vacuum
CURBy-Q
A+
99.2% Quality
Device Independent
NIST Beacon
A-
96.2% Quality
Cryptographic
XOR Blended
A+
94.8% Quality
Combined Sources
๐Ÿ”’ Cryptographic Assessment: All sources demonstrate excellent randomness properties suitable for high-security applications. XOR blending enhances security by combining independent quantum sources.