block_identification
dict
validation_metadata
dict
computational_parameters
dict
statistical_measurements
dict
{ "nonce": "f43e3358e35873484045449ac43abdae", "data_only_sha256": "303ffe6b32535402759eed2fd26bf0f2fd73886a702175db21feb1c07229fbef", "complete_file_sha256": "d79333dd6f84d38c92daf871d87b1d98a9bb84f682f5c664025fb920c369dd2f", "metadata_only_sha256": "315e8aee12763f6e91cc488141dc88bf63d2d30ff2da4b276345b69539d997aa", "generation_timestamp": 1752959233, "generation_timestamp_utc": "2025-07-19T21:07:13", "original_filename": "EORM-2025-DEMO.bin", "file_size_bytes": 1073741888, "size_verified": true, "hash_algorithm": "SHA-256", "verification_note": "Data-only hash remains constant for reproductions" }
{ "validation_timestamp_utc": "2025-07-19T23:15:30.723669+00:00", "validation_version": "6.0.0", "processing_time_seconds": 3947.896, "processing_rate_mbps": 0.26, "total_bytes_processed": 1073741824 }
{ "stream_chunk_size": 1048576, "correlation_lags": [ 1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536 ], "correlation_max_lag": 1000000, "pattern_window_size": 65536, "fft_window_size": 1048576, "compression_test_size": 10485760, "compression_sample_location": "middle", "compression_levels": { "zlib": 9, "bzip2": 9, "lzma": 9 }, "matrix_size": 32, "matrix_field": "GF(2)", "chunk_sizes_for_uniqueness": [ 4096, 16384, 65536 ], "uniqueness_score_thresholds": { "EXCELLENT": 1000, "GOOD": 950, "ACCEPTABLE": 900, "CONCERNING": 800, "FAILED": 0 }, "numerical_precision_epsilon": 1e-15, "entropy_decimal_places": 12, "correlation_decimal_places": 9, "frequency_decimal_places": 9 }
{ "frequency_distribution": { "chi_square_statistic": 278.62479734420776, "chi_square_p_value": 0.14806634639136662, "chi_square_degrees_freedom": 255, "maximum_deviation": 0.000007066875696182251, "standard_deviation": 0.0000012367843227469103, "uniformity_index": 0.0002842369681814727, "expected_frequency": 0.00390625 }, "entropy_measurements": { "shannon_entropy_full_block": 7.999999812808, "entropy_precision_decimal_places": 12, "minimum_block_entropy": 7.999768515453, "maximum_block_entropy": 7.999874848752, "entropy_standard_deviation": 0.000015290356, "entropy_by_block_size": { "1024": { "mean": 7.999824392452, "min": 7.999783579113, "max": 7.999861212162, "std": 0.000015748488 }, "4096": { "mean": 7.999823623716, "min": 7.999782307921, "max": 7.999857224452, "std": 0.00001490314 }, "16384": { "mean": 7.999825443529, "min": 7.999768515453, "max": 7.99986833025, "std": 0.00001565203 }, "65536": { "mean": 7.99982399236, "min": 7.999785968026, "max": 7.999874848752, "std": 0.000014998476 }, "262144": { "mean": 7.999825161389, "min": 7.999787318834, "max": 7.999860758496, "std": 0.000015044382 }, "1048576": { "mean": 7.999825473279, "min": 7.999781511284, "max": 7.999870573581, "std": 0.000015271559 } }, "bit_position_entropies": [ 0.999939661473, 0.999989004806, 0.999975895509, 0.999986534938, 0.999991273507, 0.999978879467, 0.999922577292, 0.999916447327 ], "byte_pair_entropy": 7.999977949395, "conditional_entropy": 15.999955898791 }, "correlation_analysis": { "lag_correlations": { "1": 0.000030354, "2": -0.000026962, "4": 0.00007249, "8": -0.00003354, "16": -0.000028152, "32": -0.000035112, "64": -0.000001729, "128": 0.000028475, "256": 0.000047837, "512": -0.000001785, "1024": -0.000018831, "2048": -0.000014784, "4096": 0.000015104, "8192": -0.000035569, "16384": -0.00006324, "32768": 0.000009109, "65536": 0.000007898 }, "maximum_absolute_correlation": 0.00007249, "correlation_decay_rate": 0.077691, "significant_correlations": [], "autocorrelation_sum": 1.9e-8, "correlation_precision": 9, "lags_tested": [ 1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536 ] }, "spectral_analysis": { "total_spectral_power": 3002914431827968, "spectral_flatness": 0.9743785858154297, "peak_to_average_ratio": 2.610111911186184, "nyquist_frequency": 0.5, "fft_window_size": 1048576 }, "pattern_analysis": { "longest_run_length": 31, "template_length_bits": 9, "approximate_entropy": 8.999999665693, "total_patterns_analysed": 1073739776, "run_length_summary": { "bit_position_0": { "maximum_run": 31, "total_runs": 536896616 }, "bit_position_1": { "maximum_run": 30, "total_runs": 536867344 }, "bit_position_2": { "maximum_run": 31, "total_runs": 536886106 }, "bit_position_3": { "maximum_run": 31, "total_runs": 536902136 }, "bit_position_4": { "maximum_run": 30, "total_runs": 536863723 }, "bit_position_5": { "maximum_run": 29, "total_runs": 536883538 }, "bit_position_6": { "maximum_run": 31, "total_runs": 536873412 }, "bit_position_7": { "maximum_run": 31, "total_runs": 536854978 } } }, "compression_tests": { "sample_size_bytes": 10485760, "sample_location": "middle", "zlib_compression_ratio": 1.000306, "bzip2_compression_ratio": 1.004473, "lzma_compression_ratio": 1.000056, "average_compression_ratio": 1.001611, "compression_levels_used": { "zlib": 9, "bzip2": 9, "lzma": 9 } }, "matrix_rank_analysis": { "matrix_size": "32x32", "matrix_field": "GF(2)", "total_matrices_analysed": 8388608, "rank_distribution": { "27": 1, "28": 403, "29": 43921, "30": 1077132, "31": 4845296, "32": 2421855 }, "chi_square_statistic": 5.616, "chi_square_p_value": 0.229718, "theoretical_probabilities": { "29": 0.0052, "30": 0.1284, "31": 0.5776, "32": 0.2888 } }, "chunk_uniqueness_analysis": { "overview": { "chunk_sizes_tested": [ 4096, 16384, 65536 ], "overall_uniqueness_score": 1000, "overall_assessment": "EXCELLENT", "perfect_uniqueness_achieved": true, "total_duplicate_chunks_all_sizes": 0 }, "detailed_analysis_by_chunk_size": { "4096_byte_chunks": { "total_chunks_analysed": 262144, "unique_chunks_found": 262144, "duplicate_chunks_found": 0, "uniqueness_ratio": 1, "collision_rate_per_million_chunks": 0, "maximum_separation_distance_bytes": 0, "minimum_separation_distance_bytes": 0, "theoretical_collision_probability": 2.967364920549937e-67, "observed_vs_expected_collision_ratio": 0, "hash_distribution_uniformity": 0.525681, "clustering_coefficient": 0, "uniqueness_score": 1000, "statistical_significance": "PERFECT", "duplicate_positions": [] }, "16384_byte_chunks": { "total_chunks_analysed": 65536, "unique_chunks_found": 65536, "duplicate_chunks_found": 0, "uniqueness_ratio": 1, "collision_rate_per_million_chunks": 0, "maximum_separation_distance_bytes": 0, "minimum_separation_distance_bytes": 0, "theoretical_collision_probability": 1.8546030753437107e-68, "observed_vs_expected_collision_ratio": 0, "hash_distribution_uniformity": 0.482242, "clustering_coefficient": 0, "uniqueness_score": 1000, "statistical_significance": "PERFECT", "duplicate_positions": [] }, "65536_byte_chunks": { "total_chunks_analysed": 16384, "unique_chunks_found": 16384, "duplicate_chunks_found": 0, "uniqueness_ratio": 1, "collision_rate_per_million_chunks": 0, "maximum_separation_distance_bytes": 0, "minimum_separation_distance_bytes": 0, "theoretical_collision_probability": 1.1591269220898192e-69, "observed_vs_expected_collision_ratio": 0, "hash_distribution_uniformity": 0.676565, "clustering_coefficient": 0, "uniqueness_score": 1000, "statistical_significance": "PERFECT", "duplicate_positions": [] } }, "scoring_system": { "perfect_score": 1000, "thresholds": { "EXCELLENT": 1000, "GOOD": 950, "ACCEPTABLE": 900, "CONCERNING": 800, "FAILED": 0 }, "scoring_note": "Higher scores indicate better uniqueness. Perfect uniqueness = 1000 points." } } }