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bytespermac. tol

Declaraciones

Constantes

¿bytespermac. tol o trafico. tol?

Árbol de ficheros

Tol

Artículos del sitio

Presentación de Tol

Todos los programas

Simuladores visuales

Sitios que me gustan

Por categorías

Algoritmia

Búsqueda y ordenación

Computación fisiológica

Editorial y edición

Gráficos de datos

Herramientas y utilidades

Hipertexto

Informática forense

Lectura óptica de datos

Metaprogramación

No determinista

Ofimática

Recursión e iteración

Reglas y restricciones

Series y estadística









bytespermac.tol de Benford.Test

Muestras de trafico de subida mas bajada acumulado para varios dias para un conjunto de direciones MAC, Media Access Control address.

Hay 2 bancos, el primero ofrece dudas de si ha sido manipulado, el segundo esta extraido en condiciones garantizadas.

En la realidad, este experimento se tendria que hacer con varios bancos de datos de control, pero por simplicidad se comparan solo 2, el que plantea dudas contra 1 solo banco de control.

En lenguaje Tol estos datos se podrian haber guardado de multiples formas, por ejemplo, en un fichero Bst, pero en este caso para pruebas se han declarado 2 grandes conjuntos de 2000 elementos cada uno.

Declaraciones

Constantes

  • Set TraDud
    Banco de 2000 datos que corresponden al acumulado del trafico de subida mas el tráfico de bajada en bytes para un periodo de dias para un conjunto de 2000 direcciones MAC. Se tienen dudas de si este banco de datos ha sido manipulado.
  • Set TraChk
    Banco de 2000 datos comprobados y obtenidos bajo supervision que corresponden al acumulado del trafico de subida mas el tráfico de bajada en bytes para un periodo de dias para un conjunto de 2000 direcciones MAC. Este es el banco de control.

Constantes

Set TraDud

//////////////////////////////////////////////////////////////////////////////
Set TraDud = [[
  9, 627, 295, 653, 58, 842, 9452, 4797, 9505, 97862, 1, 19781, 5171, 3, 9832,
  34, 7345, 491, 572, 8488, 771, 1714, 85453, 4566, 4573, 2442, 75664, 19262,
  72, 631, 291, 9, 1, 6964, 17, 8, 5, 64242, 31, 16652, 92, 66281, 131, 3602,
  718, 173, 788, 1, 71, 918, 1772, 588, 82, 74866783, 2192, 3601, 71654, 322,
  103, 641, 672, 122, 85601, 836, 5801, 3501, 136, 95, 3, 288, 69, 21, 8, 258,
  241, 91, 56, 769069, 62, 6393, 8253, 74, 61, 7834, 981, 13, 491, 61, 1391,
  673, 411, 72, 12, 7604, 33, 2, 118, 31621, 1502, 2074, 297, 3644, 458636,
  533, 5934, 417, 67941, 40282, 439493, 47441, 95, 9195, 2, 777, 95, 85852,
  5741, 501, 325, 5617, 768, 7606, 127, 59531, 1, 26, 7768, 804, 52, 2, 415,
  957, 8863, 13, 6777, 21, 16172, 482, 105, 464, 5, 2, 30171, 35, 7776, 823,
  55, 3, 609, 867, 1656, 211, 8644998, 7781, 9391, 87, 38, 474, 5, 429, 22706,
  771, 62187, 1, 9571, 473, 609, 6665, 7471, 2, 2742, 10101, 81, 1568, 7521,
  7711, 5514, 62, 52, 4, 31, 24, 56721, 8631, 50486, 53303, 1, 897, 337, 23,
  74376, 914922, 23, 71, 733, 425, 62, 4501, 40431, 1, 98, 19861, 19, 3331,
  77492, 55501, 7622, 7312, 86311, 1, 5271, 11, 1637, 311, 461, 634, 191,
  9337211, 191, 861, 95, 4, 17851, 46, 761, 991255, 55, 14628, 3641, 65922,
  47076, 11, 70445, 5615, 49339, 5332, 7501, 4302, 7132, 702, 172, 74064, 658,
  3681, 81, 251, 38, 1314, 1783, 7957041, 2178, 9431, 112, 121, 3, 7, 874, 7,
  24, 8226248, 34632, 41, 622, 49, 9762, 734, 64, 869, 2976, 682, 28, 324,
  7749, 5499, 861, 4624, 5081, 93, 18, 647, 1792, 95, 1284, 3461, 791, 516,
  432, 2971, 24591, 65641, 377, 1751, 5085, 484, 2, 4141, 673632, 3198, 86,
  294, 5687, 296781, 5783, 4154, 3, 3, 24361676, 839271, 14, 701, 4931, 951,
  472, 317, 48513, 2057, 21, 7177, 635479, 6, 411, 3824, 226, 592, 755, 34,
  53091, 14022, 844, 8336, 1, 4, 11, 102, 1, 52472, 5263, 971, 39, 581, 8961,
  3, 7236, 23, 11, 432, 13, 711, 96631, 841, 81, 122, 151, 7254283, 9887,
  102010944, 72786, 4891, 986, 4081, 31, 9, 542, 178, 461, 661, 653, 4342,
  741, 9244, 3, 247, 89174, 48556, 65, 1151, 972, 2231, 14, 91963, 7941, 4,
  2224, 1, 49127704, 932, 11116, 9321, 2991, 865904, 37, 668, 4411, 817651,
  535, 425, 93, 2712, 4, 580361, 687, 81, 78, 61011, 5, 775, 302, 8325, 5849,
  4, 48141, 1386, 65996604, 23562, 21, 37, 2817, 931, 252, 6, 1314, 95, 1401,
  8201, 1, 765, 1986, 7004, 208, 36228, 3241, 6426, 16, 566692, 5, 838, 93071,
  4275, 8651, 64983, 91, 71, 4805, 482, 396, 26, 995, 8481, 561, 1, 557, 76,
  895, 8451, 462291, 1, 117, 1485, 1251, 11, 69294, 522, 71, 813, 101, 26,
  32362, 9841, 62, 8224, 7, 311, 3534, 6078413, 71, 363, 4741, 375, 4, 2, 11,
  48, 233, 1283, 171, 4195, 35, 632, 12, 4569, 8413, 421, 810598, 8756, 1, 2,
  4942, 9753, 889, 685, 691, 501, 1, 5831, 531, 347, 73, 262, 8841, 8668,
  4169, 51, 55, 16126, 736, 3121, 731, 2, 2687, 23, 7668, 1724, 2, 233, 2805,
  571681, 5, 55076, 62, 228, 57, 11, 22, 2341, 92022, 4682, 3135, 6, 185, 971,
  9085, 5834, 12968, 40863, 529, 68654, 552, 5054, 11, 23, 81, 6, 692, 7341,
  66, 491, 7832, 291, 1001, 1995, 3133, 9152, 6346, 9122, 42, 262, 8981, 523,
  49692, 461, 266, 6799, 1794, 4511, 8853, 673138, 4313, 115, 71, 468, 336,
  5674, 933, 47, 63466, 1, 74315, 21181, 81, 351, 741, 933, 952, 47, 12167,
  461, 28649, 15, 99, 8721, 7902, 81, 496532, 19, 1871, 2, 9813, 722, 3, 5215,
  1785, 25614, 291721643, 1, 5212, 91, 7406, 143, 567, 83, 207, 78531, 65706,
  3, 9869, 3387, 3788, 7406, 2823, 2065, 7803, 8001, 318, 31, 2161, 6, 21325,
  51, 781, 971, 45514, 21, 44193, 313675, 5761, 1758, 393, 5622, 37, 311,
  9292, 2762, 1, 51, 6455, 2461, 6202, 659, 2103, 33815, 9953, 15442, 201,
  47092, 9892, 45652, 33, 39, 599, 685, 51, 34, 4, 1783, 2, 2191, 2385,
  594463, 755, 6452, 1546, 4265, 64, 63, 85031, 241241, 15, 94, 5876, 7486,
  6374, 7201, 2, 7, 1, 20275, 652, 8243, 67321, 1, 6709, 82, 942, 7855, 42,
  934, 876, 3316335, 7341, 5842, 704, 57, 4116, 564, 17711, 142, 36, 51,
  93261, 1996, 251, 97302, 21, 50461, 81, 9725, 1, 62, 44, 3331, 12, 1291,
  6511, 511, 7, 4167, 23, 251, 25561, 3358, 6872, 217, 126853, 912, 62832,
  3052, 7861, 5711, 5, 9682, 1271, 2, 1, 1451527, 688163, 7141, 4682, 127, 24,
  56601, 33, 484, 906, 373, 397, 6363, 681, 341604, 881, 434, 1929, 102, 1594,
  3, 4914, 7401, 23372, 71, 35, 2, 7862, 37, 718, 14061, 37, 812, 21, 301,
  38751, 8033, 954, 71, 1197, 189, 1, 354, 95, 9841, 2973, 392, 9052, 1, 641,
  412, 436, 7458, 8592, 221, 76055, 6051, 43, 224, 641, 4071, 7361, 337, 23,
  4, 26, 8511, 82, 4, 623, 2, 11, 1, 7, 42064, 373, 192, 281, 65, 3, 33185,
  491738071, 3, 1293, 961, 6769, 91, 6904, 5011, 842, 21, 47, 4036, 3071,
  6062, 10581, 9782, 843, 45, 19064, 231, 321, 91, 2, 7961, 41, 95, 336, 63,
  49261, 352, 343, 85, 45, 655, 985, 725, 71, 2684, 216742, 508, 2, 8165, 592,
  76501, 864, 34613, 35, 74243, 99, 152, 3786, 706, 456, 96351, 4971, 227284,
  4681, 2782, 7, 22462, 4067762, 84, 6, 4375, 4032, 5355, 5749, 71, 56, 703,
  3084, 5, 8769, 1, 411, 52, 76702, 4, 411, 408, 6, 9037, 52802, 7, 7893, 66,
  585, 18164, 4, 3702, 13791, 895, 355182, 41, 2034, 3424, 144, 5645, 7318,
  335, 46661, 173, 7341, 28785, 896472, 73, 1142, 9194, 653, 43, 7725, 43302,
  384, 442, 682, 5, 48, 30924, 641, 13, 4192, 838, 66, 9971, 73, 467, 1, 258,
  992, 7724, 9011, 121, 4321, 66679, 53, 67, 3, 2346, 361, 4895, 803, 8756,
  43374, 7459, 587, 4, 7059, 53, 408027, 27126, 4, 744, 513, 11, 729, 24, 84,
  5079, 40351, 63501, 18262, 21, 8557, 871, 9156, 15542, 4, 5, 9522, 5732,
  243, 3385, 71, 2485, 1513, 354, 53, 5223, 43762, 1409431, 68452, 2, 8487,
  3501, 1, 6421, 991, 25, 1, 81, 7, 48, 3913, 4763, 5662, 261, 6, 1241, 354,
  193729, 393, 642, 2, 38, 6991, 2, 57, 43382, 6235, 229, 709, 711, 65861,
  431, 944, 301, 942, 15, 876, 82, 92647, 635, 2462, 731346, 475, 901, 423,
  562, 52, 606, 32, 6287, 4108, 67, 141, 8042, 342, 66032, 1, 692, 4, 975,
  472, 985, 673, 42, 981, 3, 9563, 204, 9205, 181, 64, 2336, 6723, 2, 457,
  7317, 31, 3216, 3171, 322, 917, 27, 217, 80512, 91, 73, 27094, 2229, 5317,
  15201, 871, 152, 69, 6508, 462, 77553, 84, 2, 4971, 609, 5386, 141, 43, 617,
  31, 2311, 55621, 2611, 9241, 4, 428, 51, 8211, 8281, 9714, 51, 699, 797,
  5415, 641, 6228, 821, 9895, 3661, 91, 985, 56, 1, 11, 4322, 41, 21, 909946,
  4, 73, 23, 1522, 516, 133, 391, 5, 701, 61, 3977, 6631, 153, 15678, 872,
  414, 2564, 71, 9513, 1456, 8283, 508, 7, 209, 51, 536, 365, 83, 173, 1, 2,
  4307, 23, 1, 34162, 1, 67381, 1971, 4562, 36, 8595, 6, 4, 101, 11, 7998, 72,
  2862, 495585, 55, 9651, 12, 4492, 99, 711, 1, 5949, 4661, 280301772, 85214,
  171, 23, 31, 55601, 6453, 41651, 7, 182, 125, 7367, 5291, 497, 45, 2936, 63,
  75, 11, 11, 41, 213, 67407, 382, 2405, 58, 1722, 13, 1581, 3263, 226972,
  4181, 61, 8572, 517, 331, 509, 3, 113, 5467, 952, 601, 4677, 2, 467, 1215,
  92, 70272, 3732, 4466, 3, 35461, 253, 264809, 2771, 755, 108, 94, 4841, 802,
  47055, 311, 2, 6587, 31, 30901, 5641, 35, 488, 9151, 12383, 1, 697, 542, 18,
  981, 9795, 4, 552, 714, 22, 1, 335, 93, 5, 74, 42901, 27206, 7941, 3261, 2,
  13848, 2321, 811, 501, 757811, 87, 305, 504, 643, 8134, 31, 1, 508, 2, 2245,
  7232, 28864, 27592, 5, 26, 632, 31, 2302, 1, 32107, 141, 3602, 5014, 962,
  1385, 452, 158, 251, 2, 3, 547, 95635, 322, 6316, 646003, 40685, 1, 794, 7,
  1, 319, 11, 251, 4, 3, 3936, 707, 511, 699, 556, 75132, 81, 8341, 4013,
  78811, 94, 388, 59587, 11, 52, 2377, 29, 11, 8844, 13, 303631, 751, 943,
  3333, 631, 232, 33, 362, 4275, 495, 917, 6, 171, 844, 9608, 5, 715, 4, 997,
  4511, 591, 4261, 292732, 20677, 20432, 52, 8596, 2756, 691, 172, 71, 4761,
  6745, 7, 4684, 34, 4, 61, 669, 463, 102, 3193, 7453, 302, 881, 756, 676,
  233, 96, 2444, 8114, 4041, 46, 383539, 23003, 12433, 39985, 613552, 21,
  47793, 31, 58, 174, 27, 9848, 421, 35761, 828, 67681, 173, 5582, 431, 781,
  402, 7331, 2, 978, 51, 52, 265, 5163, 948292, 71, 3735, 82681, 6771, 49534,
  1, 3787163, 5451, 82, 249, 9785, 20121, 946, 2223, 446, 73, 13, 44893, 1,
  4659, 81, 689, 772337, 61, 98, 862, 762, 33737, 655391, 82, 1, 4, 3451, 1,
  4406, 8521, 9661504, 869, 1699, 352, 17782, 4, 534, 22072, 7756, 9221, 7731,
  5723, 3, 17531, 6823, 21, 68, 32, 15308, 271, 786, 8085, 87, 2, 952663,
  9571, 409033, 6901, 1813, 77312, 138, 30182, 1752, 51163, 33564, 42, 7,
  1542, 2, 35, 5444, 9378, 88251, 5181, 71, 97274, 1, 57951, 1708, 1, 7076,
  6242, 23, 3, 13884, 1, 5504, 6713, 264, 73261, 91, 8, 48, 6524, 22352, 4611,
  3, 5903, 11, 8957, 5191, 471, 45, 5, 62, 622, 648, 2571, 6897, 43, 191, 191,
  24, 31, 8776, 70912, 2724, 665, 444, 1312, 61, 174, 8227, 13, 6774, 56073,
  41, 4715, 483, 1, 4741, 78, 44, 56864, 372, 67813, 11, 25, 35, 4541, 79871,
  222, 8, 16744, 6681, 66, 4828, 9472, 51, 21927, 2953, 5, 43821, 5835, 35,
  199297, 6312, 1, 2881, 72, 22462, 34, 318, 585, 6, 88111, 4522, 936882,
  3071, 372, 4158, 101, 5, 4621, 863, 94802, 744, 678084, 56001, 1, 12, 561,
  561, 75, 9751, 54, 2, 77, 1871, 152, 281, 578, 56252, 39142, 451, 72, 3704,
  67, 8305, 13, 101, 7121, 332, 171, 8031, 2, 3936, 1, 1105, 3825, 254, 23,
  92, 13, 9291, 5851, 61, 2, 9909, 3292, 25, 27, 47, 9282, 46, 42698, 7115,
  8825, 631, 262, 6153, 694, 242, 1, 10335, 7801, 772, 221, 1, 542, 35695, 63,
  1, 865, 2, 3094, 488, 8431, 391, 86, 63, 13, 561, 44, 62, 495, 23, 9, 3, 4,
  792, 3696, 3502, 9351, 4541, 7, 5549, 22, 5, 56, 16302, 74, 978, 10883, 2,
  225, 4286, 392, 903, 45, 773, 44614, 679, 175, 3461, 5555, 5261, 912, 21,
  9341, 67, 995, 6, 16, 11, 2, 6392, 7358, 809, 203, 74, 495, 4313, 29173,
  381, 3053, 66451, 1, 463771, 1131, 3, 1826, 3, 173, 2, 39997, 15341, 712,
  315831, 2182, 2378, 3517, 813, 73, 2441, 222, 8939, 7135, 23, 74, 26, 7204,
  5771, 525, 256512, 342451, 1, 7461, 99211, 928324, 65, 7772, 37, 14, 1977,
  788321, 21, 9277, 11, 9273, 361, 94, 6, 247, 224, 1866, 1332, 45054, 2091,
  12, 6562, 452, 6343, 334, 861, 5163, 1164, 13763, 711, 1, 182, 81, 275,
  8629, 4163, 377481, 4, 2287, 3, 4408, 501, 9761, 27938, 471, 9943, 36, 4,
  7089, 3, 81555, 71, 11, 631, 6724, 1232, 54, 31, 41225, 22, 8313, 25, 55,
  535, 836, 3, 861, 3321, 6101, 2596, 91, 53, 6676, 81, 842, 5086, 7, 67592,
  553, 89633, 2, 31, 2, 1, 51404, 862, 4812, 5321, 29255, 5155925, 611, 1721,
  40751, 129211, 441, 11, 5, 542, 533, 9405, 7393, 3809, 1768, 17592, 6904361,
  5, 287, 51, 587, 296, 775, 681, 41081, 14, 459, 55, 8883, 2631, 1, 7494,
  998, 34789, 413, 2012, 73693, 663732, 818791, 502, 71, 69, 1, 41492, 861,
  9331, 2, 2365, 467224, 6, 526, 14, 8417, 3634, 285, 636, 483, 96995, 194768,
  892, 701, 724, 1, 52917, 3552, 32, 4859, 9163, 142, 3681, 1011, 7441, 19352,
  14697, 23001, 7, 7, 75, 33, 161, 209, 3238, 61, 611, 411, 4681, 25, 52, 471,
  31, 1992454, 3512, 54, 8608, 587, 88, 157, 385, 9909, 3, 2539, 3087, 6391,
  488, 667, 21, 622, 61478, 75831, 2555, 7751, 61793, 862, 823, 5082, 1, 1771
]];
//////////////////////////////////////////////////////////////////////////////
PutDescription(
"Banco de 2000 datos que corresponden al acumulado del trafico de subida mas
el tráfico de bajada en bytes para un periodo de dias para un conjunto de
2000 direcciones MAC.
Se tienen dudas de si este banco de datos ha sido manipulado.",
TraDud);
//////////////////////////////////////////////////////////////////////////////

Set TraChk

//////////////////////////////////////////////////////////////////////////////
Set TraChk = [[
  303, 5177, 1, 1508, 282, 386, 26179, 3775, 1255, 57583, 16147, 8062, 22,
  1066, 748, 8639, 1308, 7253, 9, 3990, 938, 515, 78, 858, 7860, 85, 4351,
  2199245, 43, 1047, 15, 22, 5468, 1041, 161, 106, 1323, 820, 916, 13, 37, 5,
  7, 72300, 11469, 71935, 2744, 1101, 1368, 114, 2916, 3485, 93, 20355, 25291,
  7, 172, 4070, 189, 219476, 89699, 548, 363, 628, 5363, 4841, 71, 452, 6,
  646722, 4236, 5, 2933, 186, 14149, 2, 16, 97, 150, 281879, 166373, 27369,
  3201, 241, 33478, 999, 8749, 4, 1263, 1888, 305, 545, 91, 44108, 1068, 177,
  529, 658, 75, 128, 7, 5690436, 11759, 2176, 8380, 9739, 3940, 553, 354, 2,
  51, 144, 112921, 14075, 1172, 161, 10515592, 52925, 5532, 1481, 286, 25140,
  4, 10, 23, 1, 28963, 3055, 36759, 20, 7508, 684, 28, 1667, 65, 39, 100259,
  6610, 10332, 186, 1, 383, 653, 55, 52, 5831, 32, 24122, 53, 15, 4123, 2672,
  463, 11, 107, 18155, 5, 30708, 9, 43, 6994, 347, 12793, 8976, 150, 1440, 80,
  3228, 7, 437748, 1416, 3862, 927, 58, 118, 20, 171, 11376, 3116, 4516,
  30086, 133, 4634, 345, 2656, 21, 20209, 14505, 4133, 2186, 622, 424, 7, 609,
  436, 1927, 31, 10927, 72, 178832, 1197, 71, 43, 7777, 26, 592832, 49921,
  10746, 1, 134245, 125651, 252, 50577, 1720, 42, 607, 42, 3713, 5893, 922,
  2244, 17, 381, 3351, 7237, 8218, 231583, 1071, 21534, 13999, 70, 217, 3,
  3182, 6, 3113, 146377, 1, 16645, 1305, 3038, 12917, 3431, 349, 57, 420, 380,
  9735, 8639, 2, 21, 11, 6, 699, 56, 7934, 12, 1091, 2526, 1555, 5346, 117,
  567, 94461, 477, 34, 590, 339, 2428, 622, 5, 21088, 397, 87, 41630, 25, 6,
  52, 2554, 90, 7454, 1935, 1350, 2369, 679, 2, 4, 3, 902, 349, 56, 24, 456,
  11, 36, 38, 639, 10843, 148, 8309, 4, 286, 50, 16, 33569, 554, 2, 122, 177,
  2780, 11033, 5, 124, 269, 4615, 326, 263, 1882, 5711, 54269, 84, 6928, 24,
  72, 72, 5329, 2990, 9, 206, 1585, 1929, 11, 39, 22, 325, 4382, 5110, 5,
  1393, 6, 2803, 117, 133, 2712, 110, 11, 3830, 506, 7370, 47, 245, 13914,
  25625, 257, 828, 115, 2187, 17, 70, 25, 4975, 17, 556, 156, 101, 2, 15600,
  167808, 474, 49480, 286, 3462, 1, 510, 1415, 837, 2307, 193688, 2452, 28811,
  1, 60058, 531, 83, 42246, 207, 2288, 1, 1631, 219929, 7583, 54382, 1, 5295,
  32192, 75, 1947, 2482, 86, 60668, 11674, 4, 822, 27987, 1454, 103, 52, 51,
  16781, 337, 25686, 44, 47, 8474, 1, 148, 3471, 54, 15607, 3677, 41, 3822,
  717, 406, 1131, 244, 466, 5272, 47091, 2877, 63, 12, 419, 119, 14, 3689,
  7257, 164, 862, 206, 2, 54, 547, 10519, 1895, 71, 1590, 3, 3461, 12235,
  2652, 44, 8, 89, 17326, 126, 4671, 3550, 40, 11388, 4, 32, 3624, 2707, 6,
  10170, 85795, 1, 19727, 47, 1518, 18825, 1937, 8544, 43, 5, 2154, 20, 74,
  23356, 45116, 3175, 23018, 213, 87731, 2181, 3690, 140903, 3957, 1095266, 3,
  28, 7808, 578, 627, 11530, 83, 2006, 8002, 1682, 31753, 1, 3572, 3773, 1922,
  1775, 62207, 253, 4, 41778, 235, 2169, 986, 9966150, 4852, 1440, 6, 1345,
  100, 40, 18, 265539, 13373, 776, 286, 29, 86, 177233, 768, 98, 10465, 9,
  14489, 31, 37, 3044, 6222, 394, 62012, 1978, 524, 908, 20545, 1378716, 3,
  14953, 4677, 18268, 1373, 57, 194829, 2516, 3026, 505, 25, 197, 8, 2733,
  140, 2078, 143, 1558, 217, 36768, 182, 83576, 142, 1984, 82, 717, 45, 83,
  14779, 32, 161355, 23998, 51243, 32300, 338353, 94, 6404, 10811, 4244, 49,
  623, 367, 675, 6088, 1030, 2745, 3319, 310, 246, 366, 96, 1000, 43, 4468, 4,
  7674, 5476, 107, 117, 269, 1275, 6859, 65, 22043, 22067, 729273, 2426, 159,
  1451, 199, 7, 4071, 5, 5960, 884, 417, 1, 691, 7049, 5427, 536, 203, 323,
  263, 1333, 394, 375, 130363, 11, 3884, 41, 12, 9237, 705, 21, 15958, 738,
  89, 47881, 1401, 3834, 108, 107513, 255, 669, 951, 170, 7393, 6, 3, 425, 11,
  1031, 9, 1, 779, 4, 14068, 5064600, 3631, 632, 29563, 554, 7, 30, 225, 115,
  845, 2138, 596, 2501, 4360, 214, 13210, 7, 1230, 203, 163, 22, 60, 52759,
  22886, 4723, 2224, 5, 250, 8, 13, 1813, 464, 350, 430, 58, 775781, 150,
  1081, 1232, 11384, 8, 2326, 10794, 12720, 64290, 17, 4, 59, 333, 5, 12, 271,
  455, 2, 4979, 598, 11, 854, 269, 7, 11238, 3915, 1048, 83, 5564, 13090, 13,
  1658, 7, 2031, 14705, 580, 2484, 19, 410, 875, 5277, 126480, 925, 33546, 10,
  3446, 6373, 27027, 29, 2121, 546, 7, 2467, 760, 1095, 2546, 711, 3, 350,
  933, 151, 7857, 26, 1418, 122697, 2326, 3158, 11, 3172, 25, 8240, 538,
  26740, 721, 34, 11, 11, 17, 56, 3293, 64, 549, 7529, 1736, 712, 518, 20,
  74165, 10645, 35560, 13, 102, 3017, 18521, 428030177, 2466, 1594, 9, 171,
  19, 9449, 21, 2965, 105, 549558, 50286, 27, 2799, 801, 110, 1, 4, 6859, 53,
  6456, 2197, 16738, 1, 13416, 2, 12, 3430, 7, 2, 117, 38, 336, 553, 65, 1020,
  9, 750, 8828, 3145, 6951, 37, 1256, 441, 487, 21567, 815, 3663, 1397, 76,
  170, 1, 539, 100013, 351, 6152, 22, 37, 3, 490994, 602, 104, 1432, 21, 10,
  15, 698, 59, 1366, 1989, 582, 1622, 864, 10541, 579, 769, 905, 10971, 4828,
  1821, 105, 1042, 8, 4924, 1261, 105562, 1231, 13, 161, 74, 314, 10538, 660,
  9497, 1, 208, 47755, 346, 2650, 86, 915, 287, 11520, 1531, 7222, 92709, 47,
  39, 18051, 2021, 72, 7091, 732, 2317, 1321, 603, 10731, 745, 7, 2672, 3233,
  66, 418, 1920, 520, 4956, 3, 3098, 14, 267, 3098, 547, 297, 5, 469, 2,
  16603, 234, 2804, 214, 16, 7410, 8628, 73, 260, 65, 2056, 242, 3090, 147,
  573134, 6246, 263, 59264, 78, 287, 61, 594, 230, 194, 4043, 106586, 171,
  1070, 922, 9623, 54338, 25, 7, 2699, 13, 8, 264, 239, 319372, 9035, 4124, 1,
  626, 1566, 2476, 3391, 34, 8, 78, 100, 12, 599, 1642, 1, 1350, 1848, 7,
  26845, 2140943, 14376, 2522, 35, 335, 4151, 3248, 57, 1338, 524, 3573, 2952,
  20, 50, 41554, 2915, 687, 1855, 72, 11826, 26350, 14035, 1507, 98, 42, 4072,
  901, 1051, 374, 4, 42712, 640802, 75, 3705, 9, 458, 7745, 94337, 4875, 680,
  3489, 536, 1234, 6, 36, 75, 36667, 9432, 112, 1901, 1772, 499, 225, 8, 1046,
  77, 3997, 106, 683, 8419, 21, 364, 13092, 404, 8, 568, 244, 238, 44330,
  2772, 54, 365, 3919, 4114, 27, 389647, 22878, 5734, 117, 34666, 133, 5731,
  8564, 514, 4342, 4203, 44, 135518, 289, 51379, 1370, 2, 41816, 458, 56,
  6789, 3, 75280, 2903, 7, 640, 8041, 1, 47670, 205, 241, 1, 1876, 9, 5308,
  470, 35, 67, 1574, 9535, 5403, 2437, 5, 68, 4406776, 22246, 2, 7278, 2468,
  122728, 4497, 19635, 145, 670, 6378, 615, 209, 97424, 303, 53461, 386,
  47650, 159, 2816, 5, 2050, 821674, 2268, 47, 172, 598, 565, 54, 58, 534,
  335, 24926, 106, 333, 69, 54, 1796, 1000, 29, 132, 123, 11906, 40004, 5084,
  3978, 21058, 1606, 2307, 1403, 64, 702, 184, 2501, 1690, 49, 1676, 996,
  10129, 30, 349173807, 13318, 5, 36, 528, 119, 237, 34206, 40, 7, 11, 1, 262,
  3, 48, 2851, 12, 6, 42, 333, 7736, 1407, 164, 122, 44, 3605, 17605, 522,
  1859, 2745, 843, 641, 264, 1, 1905, 2039, 2297, 3984, 109, 535, 4, 118,
  9119, 77, 195, 4803, 33875, 130, 102, 181, 23, 71406, 171, 83, 7786, 2, 23,
  57, 12337, 2740, 1491, 4, 3159, 410, 2192, 943, 4088, 134160, 4068, 1636,
  339, 737, 390, 648, 43, 35660, 12, 412, 7468, 2714, 168816, 3145152, 7, 1,
  2127, 10968, 2, 5571, 1786, 1305, 26283, 291, 2012685, 321, 7687, 2335, 562,
  82556, 125, 12, 3416, 7, 751, 1651, 1129, 11, 2333, 14, 46, 2, 1972, 58,
  105046, 12, 109730, 225, 10199, 69326, 15, 13, 614, 21771, 156, 4411, 65,
  770, 4584, 2734, 1331633, 587, 6093, 44, 2785, 594, 28, 200670, 9, 16732,
  1824, 365, 22027, 5, 10, 7, 2720, 1637, 4748, 6587, 609, 41, 524124, 18503,
  16, 36, 4426, 5154, 6645, 275, 559446, 30238, 5219, 10, 2178, 3, 43, 45,
  168, 5059, 93, 93, 34565, 2989, 24709, 2020, 11544, 2995, 33381, 5210, 365,
  9620, 2246, 1645, 55, 1, 1276, 20929, 231, 13, 7562, 239, 3175, 8576, 329,
  131367, 54419, 32, 14551, 4097, 178, 15, 12132, 5, 6216, 103, 131, 8800,
  1780, 3206, 5282, 30740, 6378, 8338, 7986, 9, 36570, 67853, 120, 78, 356,
  714, 3740, 69, 1521, 20, 129172164, 32561, 4178, 5521, 5, 372, 2981, 30,
  2187, 11, 949653, 28, 1790, 2872, 19, 901, 52864, 946, 11216, 704, 795, 293,
  374, 135, 108, 12118, 17431, 50, 16346, 64, 793, 3567, 433, 6046, 87, 111,
  5431, 367313, 8885, 3451, 1179, 4679, 926, 646, 14969, 252, 3898, 126, 24,
  2912, 2634, 6915, 2313, 3199, 5100, 129, 1783, 249, 16, 6734, 169, 2, 6008,
  12, 31, 1505, 455, 26865, 452, 94086, 31296, 8583, 4908, 597, 1018, 5, 6313,
  5468, 29202, 2234, 12, 21, 15, 722, 86, 25507, 6, 557168, 1280, 523, 30,
  2172, 4766, 82, 3268, 7, 273, 1312, 173, 61612, 65, 55, 1416, 9866, 8884,
  126, 27, 334, 753, 1583, 10, 150, 169, 168, 588, 9975, 3494, 2, 2, 1875,
  681059, 842, 1841, 3456, 91, 263, 23, 5419, 517, 1128, 323, 34, 81, 1, 2,
  437, 5474, 136, 37, 1607841, 3353, 431, 10, 7822, 46, 2984, 13236, 22, 610,
  181, 37, 152, 26929, 41, 1125, 1148, 511, 7, 146229, 1845, 189, 507, 655, 7,
  156, 1848, 199, 52, 639, 648, 2480, 57, 19, 16498, 3865, 1427, 59307, 183,
  8, 556669, 201, 6642, 6324, 13622, 820, 8700, 4198, 676, 5, 1820, 1140, 109,
  5131, 40, 625, 2093, 10281, 73, 72, 12356, 26599660, 4138, 64814, 1, 4584,
  9832, 5030, 277, 5, 56101, 17, 88, 168, 758036, 1, 40271, 29, 342, 553, 865,
  581765, 1441, 1066, 83, 786590, 4299, 1932, 11111, 693, 24912770, 4, 1222,
  4, 4794, 19196, 31, 4223, 197, 2115, 16, 54855, 68917, 424, 7, 3924, 474,
  1434, 265, 3066, 146, 117, 854, 2, 93, 10408, 198, 6489, 17278, 610201094,
  4988, 7725428, 3015, 112, 208, 184, 19663, 171, 11, 343, 20001, 12, 3723, 6,
  3896, 1058, 13, 997, 1526, 35247, 2, 1010, 2001, 1, 40, 10833, 6084, 41402,
  25309, 13, 475, 559, 222, 6382, 441, 1, 663547, 9717, 702, 1205, 74851, 331,
  747, 295, 1493, 170, 101, 483927, 12436167, 6, 3, 3415, 4578, 329678, 1568,
  729, 48, 6319, 867363, 2414, 1, 248, 4508, 5175, 137, 76564, 12459, 1297,
  143, 251, 679, 1346, 1128, 49, 5179, 264, 71, 89, 3508, 1462, 486, 1549,
  9774, 932, 42, 868, 2297, 686, 96, 473, 4976, 24, 9062, 24, 13463, 2822624,
  82, 4, 787, 40, 7, 312, 111, 2943, 1217, 8795704, 1178, 3131, 43, 825, 18,
  1368, 165, 87406, 417, 270, 2713, 2430, 2750, 1533, 24933, 9561, 57044, 501,
  14707, 66592, 2364, 11462, 85, 599125, 576, 14, 61785, 1, 49, 586, 119, 205,
  1933721, 119, 163, 446, 131, 1163, 71, 1527, 1, 18631, 1731, 2762, 25550,
  17749, 2333, 101, 91986, 19, 8, 14043, 1450, 16, 242, 573, 37, 12, 391492,
  27437, 62, 333, 789, 7, 15330, 35048, 6863, 15672, 12, 43, 1, 45, 26, 2551,
  4771, 1752, 1156, 88, 11010, 1274, 2, 2747, 1666, 560, 9047, 3957, 1, 16218,
  777, 12270, 642, 9, 547, 43, 88, 7939, 1778, 1864499, 821, 1165, 686, 760,
  9, 35, 582, 3777, 63, 53017, 1, 200, 546, 410, 548, 201617, 202, 1677, 71,
  3886, 395, 7041, 5, 25, 2080, 4776, 82, 6, 15953, 1012, 7760, 676, 8561,
  732, 550, 1574, 18585, 29, 577, 7, 2919, 59, 54744, 143949, 34028, 26794, 7,
  141, 7593, 453, 345863, 6364, 429, 7207, 4150, 23162, 111, 8, 23, 3760, 401,
  27, 241, 167, 3139, 16, 149, 11, 398, 1783, 46, 107, 4825, 3639, 36, 276906,
  95, 69, 1024, 125, 8, 82, 16, 928, 8, 39, 513, 6350, 1580, 1083, 68560, 112,
  267, 2064, 110, 332, 27165, 4360, 1219, 27486678, 308, 258, 8177, 291, 87,
  1, 178, 817, 371, 8360, 213, 16628, 19, 21665, 23, 16424, 2, 50, 81, 7696,
  4, 1, 929, 163, 17, 21926, 27566, 4244, 2457, 3456, 68545, 3171, 477, 1848,
  857, 249, 1734, 53, 4983, 2, 3517, 11978, 1, 19786, 2950, 5479, 7945, 2084
  
]];
//////////////////////////////////////////////////////////////////////////////
PutDescription(
"Banco de 2000 datos comprobados y obtenidos bajo supervision que corresponden
al acumulado del trafico de subida mas el tráfico de bajada en bytes para un
periodo de dias para un conjunto de 2000 direcciones MAC.
Este es el banco de control.",
TraChk);
//////////////////////////////////////////////////////////////////////////////

¿bytespermac.tol o trafico.tol?

//////////////////////////////////////////////////////////////////////////////
// FILE    : trafico.tol
// AUTHOR  : http://www.asolver.com
// PURPOSE : Muestras de trafico de subida mas bajada acumulado para varios
// dias para un conjunto de direciones MAC, Media Access Control address.
// _
// Hay 2 bancos, el primero ofrece dudas de si ha sido manipulado, el
// segundo esta extraido en condiciones garantizadas.
// _
// En la realidad, este experimento se tendria que hacer con varios bancos de
// datos de control, pero por simplicidad se comparan solo 2, el que plantea
// dudas contra 1 solo banco de control.
// _
// En lenguaje Tol estos datos se podrian haber guardado de multiples formas,
// por ejemplo, en un fichero Bst, pero en este caso para pruebas se han
// declarado 2 grandes conjuntos de 2000 elementos cada uno.
//////////////////////////////////////////////////////////////////////////////


//////////////////////////////////////////////////////////////////////////////
// CONSTANTS
//////////////////////////////////////////////////////////////////////////////

//////////////////////////////////////////////////////////////////////////////
Set TraDud = [[
  9, 627, 295, 653, 58, 842, 9452, 4797, 9505, 97862, 1, 19781, 5171, 3, 9832,
  34, 7345, 491, 572, 8488, 771, 1714, 85453, 4566, 4573, 2442, 75664, 19262,
  72, 631, 291, 9, 1, 6964, 17, 8, 5, 64242, 31, 16652, 92, 66281, 131, 3602,
  718, 173, 788, 1, 71, 918, 1772, 588, 82, 74866783, 2192, 3601, 71654, 322,
  103, 641, 672, 122, 85601, 836, 5801, 3501, 136, 95, 3, 288, 69, 21, 8, 258,
  241, 91, 56, 769069, 62, 6393, 8253, 74, 61, 7834, 981, 13, 491, 61, 1391,
  673, 411, 72, 12, 7604, 33, 2, 118, 31621, 1502, 2074, 297, 3644, 458636,
  533, 5934, 417, 67941, 40282, 439493, 47441, 95, 9195, 2, 777, 95, 85852,
  5741, 501, 325, 5617, 768, 7606, 127, 59531, 1, 26, 7768, 804, 52, 2, 415,
  957, 8863, 13, 6777, 21, 16172, 482, 105, 464, 5, 2, 30171, 35, 7776, 823,
  55, 3, 609, 867, 1656, 211, 8644998, 7781, 9391, 87, 38, 474, 5, 429, 22706,
  771, 62187, 1, 9571, 473, 609, 6665, 7471, 2, 2742, 10101, 81, 1568, 7521,
  7711, 5514, 62, 52, 4, 31, 24, 56721, 8631, 50486, 53303, 1, 897, 337, 23,
  74376, 914922, 23, 71, 733, 425, 62, 4501, 40431, 1, 98, 19861, 19, 3331,
  77492, 55501, 7622, 7312, 86311, 1, 5271, 11, 1637, 311, 461, 634, 191,
  9337211, 191, 861, 95, 4, 17851, 46, 761, 991255, 55, 14628, 3641, 65922,
  47076, 11, 70445, 5615, 49339, 5332, 7501, 4302, 7132, 702, 172, 74064, 658,
  3681, 81, 251, 38, 1314, 1783, 7957041, 2178, 9431, 112, 121, 3, 7, 874, 7,
  24, 8226248, 34632, 41, 622, 49, 9762, 734, 64, 869, 2976, 682, 28, 324,
  7749, 5499, 861, 4624, 5081, 93, 18, 647, 1792, 95, 1284, 3461, 791, 516,
  432, 2971, 24591, 65641, 377, 1751, 5085, 484, 2, 4141, 673632, 3198, 86,
  294, 5687, 296781, 5783, 4154, 3, 3, 24361676, 839271, 14, 701, 4931, 951,
  472, 317, 48513, 2057, 21, 7177, 635479, 6, 411, 3824, 226, 592, 755, 34,
  53091, 14022, 844, 8336, 1, 4, 11, 102, 1, 52472, 5263, 971, 39, 581, 8961,
  3, 7236, 23, 11, 432, 13, 711, 96631, 841, 81, 122, 151, 7254283, 9887,
  102010944, 72786, 4891, 986, 4081, 31, 9, 542, 178, 461, 661, 653, 4342,
  741, 9244, 3, 247, 89174, 48556, 65, 1151, 972, 2231, 14, 91963, 7941, 4,
  2224, 1, 49127704, 932, 11116, 9321, 2991, 865904, 37, 668, 4411, 817651,
  535, 425, 93, 2712, 4, 580361, 687, 81, 78, 61011, 5, 775, 302, 8325, 5849,
  4, 48141, 1386, 65996604, 23562, 21, 37, 2817, 931, 252, 6, 1314, 95, 1401,
  8201, 1, 765, 1986, 7004, 208, 36228, 3241, 6426, 16, 566692, 5, 838, 93071,
  4275, 8651, 64983, 91, 71, 4805, 482, 396, 26, 995, 8481, 561, 1, 557, 76,
  895, 8451, 462291, 1, 117, 1485, 1251, 11, 69294, 522, 71, 813, 101, 26,
  32362, 9841, 62, 8224, 7, 311, 3534, 6078413, 71, 363, 4741, 375, 4, 2, 11,
  48, 233, 1283, 171, 4195, 35, 632, 12, 4569, 8413, 421, 810598, 8756, 1, 2,
  4942, 9753, 889, 685, 691, 501, 1, 5831, 531, 347, 73, 262, 8841, 8668,
  4169, 51, 55, 16126, 736, 3121, 731, 2, 2687, 23, 7668, 1724, 2, 233, 2805,
  571681, 5, 55076, 62, 228, 57, 11, 22, 2341, 92022, 4682, 3135, 6, 185, 971,
  9085, 5834, 12968, 40863, 529, 68654, 552, 5054, 11, 23, 81, 6, 692, 7341,
  66, 491, 7832, 291, 1001, 1995, 3133, 9152, 6346, 9122, 42, 262, 8981, 523,
  49692, 461, 266, 6799, 1794, 4511, 8853, 673138, 4313, 115, 71, 468, 336,
  5674, 933, 47, 63466, 1, 74315, 21181, 81, 351, 741, 933, 952, 47, 12167,
  461, 28649, 15, 99, 8721, 7902, 81, 496532, 19, 1871, 2, 9813, 722, 3, 5215,
  1785, 25614, 291721643, 1, 5212, 91, 7406, 143, 567, 83, 207, 78531, 65706,
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  51, 781, 971, 45514, 21, 44193, 313675, 5761, 1758, 393, 5622, 37, 311,
  9292, 2762, 1, 51, 6455, 2461, 6202, 659, 2103, 33815, 9953, 15442, 201,
  47092, 9892, 45652, 33, 39, 599, 685, 51, 34, 4, 1783, 2, 2191, 2385,
  594463, 755, 6452, 1546, 4265, 64, 63, 85031, 241241, 15, 94, 5876, 7486,
  6374, 7201, 2, 7, 1, 20275, 652, 8243, 67321, 1, 6709, 82, 942, 7855, 42,
  934, 876, 3316335, 7341, 5842, 704, 57, 4116, 564, 17711, 142, 36, 51,
  93261, 1996, 251, 97302, 21, 50461, 81, 9725, 1, 62, 44, 3331, 12, 1291,
  6511, 511, 7, 4167, 23, 251, 25561, 3358, 6872, 217, 126853, 912, 62832,
  3052, 7861, 5711, 5, 9682, 1271, 2, 1, 1451527, 688163, 7141, 4682, 127, 24,
  56601, 33, 484, 906, 373, 397, 6363, 681, 341604, 881, 434, 1929, 102, 1594,
  3, 4914, 7401, 23372, 71, 35, 2, 7862, 37, 718, 14061, 37, 812, 21, 301,
  38751, 8033, 954, 71, 1197, 189, 1, 354, 95, 9841, 2973, 392, 9052, 1, 641,
  412, 436, 7458, 8592, 221, 76055, 6051, 43, 224, 641, 4071, 7361, 337, 23,
  4, 26, 8511, 82, 4, 623, 2, 11, 1, 7, 42064, 373, 192, 281, 65, 3, 33185,
  491738071, 3, 1293, 961, 6769, 91, 6904, 5011, 842, 21, 47, 4036, 3071,
  6062, 10581, 9782, 843, 45, 19064, 231, 321, 91, 2, 7961, 41, 95, 336, 63,
  49261, 352, 343, 85, 45, 655, 985, 725, 71, 2684, 216742, 508, 2, 8165, 592,
  76501, 864, 34613, 35, 74243, 99, 152, 3786, 706, 456, 96351, 4971, 227284,
  4681, 2782, 7, 22462, 4067762, 84, 6, 4375, 4032, 5355, 5749, 71, 56, 703,
  3084, 5, 8769, 1, 411, 52, 76702, 4, 411, 408, 6, 9037, 52802, 7, 7893, 66,
  585, 18164, 4, 3702, 13791, 895, 355182, 41, 2034, 3424, 144, 5645, 7318,
  335, 46661, 173, 7341, 28785, 896472, 73, 1142, 9194, 653, 43, 7725, 43302,
  384, 442, 682, 5, 48, 30924, 641, 13, 4192, 838, 66, 9971, 73, 467, 1, 258,
  992, 7724, 9011, 121, 4321, 66679, 53, 67, 3, 2346, 361, 4895, 803, 8756,
  43374, 7459, 587, 4, 7059, 53, 408027, 27126, 4, 744, 513, 11, 729, 24, 84,
  5079, 40351, 63501, 18262, 21, 8557, 871, 9156, 15542, 4, 5, 9522, 5732,
  243, 3385, 71, 2485, 1513, 354, 53, 5223, 43762, 1409431, 68452, 2, 8487,
  3501, 1, 6421, 991, 25, 1, 81, 7, 48, 3913, 4763, 5662, 261, 6, 1241, 354,
  193729, 393, 642, 2, 38, 6991, 2, 57, 43382, 6235, 229, 709, 711, 65861,
  431, 944, 301, 942, 15, 876, 82, 92647, 635, 2462, 731346, 475, 901, 423,
  562, 52, 606, 32, 6287, 4108, 67, 141, 8042, 342, 66032, 1, 692, 4, 975,
  472, 985, 673, 42, 981, 3, 9563, 204, 9205, 181, 64, 2336, 6723, 2, 457,
  7317, 31, 3216, 3171, 322, 917, 27, 217, 80512, 91, 73, 27094, 2229, 5317,
  15201, 871, 152, 69, 6508, 462, 77553, 84, 2, 4971, 609, 5386, 141, 43, 617,
  31, 2311, 55621, 2611, 9241, 4, 428, 51, 8211, 8281, 9714, 51, 699, 797,
  5415, 641, 6228, 821, 9895, 3661, 91, 985, 56, 1, 11, 4322, 41, 21, 909946,
  4, 73, 23, 1522, 516, 133, 391, 5, 701, 61, 3977, 6631, 153, 15678, 872,
  414, 2564, 71, 9513, 1456, 8283, 508, 7, 209, 51, 536, 365, 83, 173, 1, 2,
  4307, 23, 1, 34162, 1, 67381, 1971, 4562, 36, 8595, 6, 4, 101, 11, 7998, 72,
  2862, 495585, 55, 9651, 12, 4492, 99, 711, 1, 5949, 4661, 280301772, 85214,
  171, 23, 31, 55601, 6453, 41651, 7, 182, 125, 7367, 5291, 497, 45, 2936, 63,
  75, 11, 11, 41, 213, 67407, 382, 2405, 58, 1722, 13, 1581, 3263, 226972,
  4181, 61, 8572, 517, 331, 509, 3, 113, 5467, 952, 601, 4677, 2, 467, 1215,
  92, 70272, 3732, 4466, 3, 35461, 253, 264809, 2771, 755, 108, 94, 4841, 802,
  47055, 311, 2, 6587, 31, 30901, 5641, 35, 488, 9151, 12383, 1, 697, 542, 18,
  981, 9795, 4, 552, 714, 22, 1, 335, 93, 5, 74, 42901, 27206, 7941, 3261, 2,
  13848, 2321, 811, 501, 757811, 87, 305, 504, 643, 8134, 31, 1, 508, 2, 2245,
  7232, 28864, 27592, 5, 26, 632, 31, 2302, 1, 32107, 141, 3602, 5014, 962,
  1385, 452, 158, 251, 2, 3, 547, 95635, 322, 6316, 646003, 40685, 1, 794, 7,
  1, 319, 11, 251, 4, 3, 3936, 707, 511, 699, 556, 75132, 81, 8341, 4013,
  78811, 94, 388, 59587, 11, 52, 2377, 29, 11, 8844, 13, 303631, 751, 943,
  3333, 631, 232, 33, 362, 4275, 495, 917, 6, 171, 844, 9608, 5, 715, 4, 997,
  4511, 591, 4261, 292732, 20677, 20432, 52, 8596, 2756, 691, 172, 71, 4761,
  6745, 7, 4684, 34, 4, 61, 669, 463, 102, 3193, 7453, 302, 881, 756, 676,
  233, 96, 2444, 8114, 4041, 46, 383539, 23003, 12433, 39985, 613552, 21,
  47793, 31, 58, 174, 27, 9848, 421, 35761, 828, 67681, 173, 5582, 431, 781,
  402, 7331, 2, 978, 51, 52, 265, 5163, 948292, 71, 3735, 82681, 6771, 49534,
  1, 3787163, 5451, 82, 249, 9785, 20121, 946, 2223, 446, 73, 13, 44893, 1,
  4659, 81, 689, 772337, 61, 98, 862, 762, 33737, 655391, 82, 1, 4, 3451, 1,
  4406, 8521, 9661504, 869, 1699, 352, 17782, 4, 534, 22072, 7756, 9221, 7731,
  5723, 3, 17531, 6823, 21, 68, 32, 15308, 271, 786, 8085, 87, 2, 952663,
  9571, 409033, 6901, 1813, 77312, 138, 30182, 1752, 51163, 33564, 42, 7,
  1542, 2, 35, 5444, 9378, 88251, 5181, 71, 97274, 1, 57951, 1708, 1, 7076,
  6242, 23, 3, 13884, 1, 5504, 6713, 264, 73261, 91, 8, 48, 6524, 22352, 4611,
  3, 5903, 11, 8957, 5191, 471, 45, 5, 62, 622, 648, 2571, 6897, 43, 191, 191,
  24, 31, 8776, 70912, 2724, 665, 444, 1312, 61, 174, 8227, 13, 6774, 56073,
  41, 4715, 483, 1, 4741, 78, 44, 56864, 372, 67813, 11, 25, 35, 4541, 79871,
  222, 8, 16744, 6681, 66, 4828, 9472, 51, 21927, 2953, 5, 43821, 5835, 35,
  199297, 6312, 1, 2881, 72, 22462, 34, 318, 585, 6, 88111, 4522, 936882,
  3071, 372, 4158, 101, 5, 4621, 863, 94802, 744, 678084, 56001, 1, 12, 561,
  561, 75, 9751, 54, 2, 77, 1871, 152, 281, 578, 56252, 39142, 451, 72, 3704,
  67, 8305, 13, 101, 7121, 332, 171, 8031, 2, 3936, 1, 1105, 3825, 254, 23,
  92, 13, 9291, 5851, 61, 2, 9909, 3292, 25, 27, 47, 9282, 46, 42698, 7115,
  8825, 631, 262, 6153, 694, 242, 1, 10335, 7801, 772, 221, 1, 542, 35695, 63,
  1, 865, 2, 3094, 488, 8431, 391, 86, 63, 13, 561, 44, 62, 495, 23, 9, 3, 4,
  792, 3696, 3502, 9351, 4541, 7, 5549, 22, 5, 56, 16302, 74, 978, 10883, 2,
  225, 4286, 392, 903, 45, 773, 44614, 679, 175, 3461, 5555, 5261, 912, 21,
  9341, 67, 995, 6, 16, 11, 2, 6392, 7358, 809, 203, 74, 495, 4313, 29173,
  381, 3053, 66451, 1, 463771, 1131, 3, 1826, 3, 173, 2, 39997, 15341, 712,
  315831, 2182, 2378, 3517, 813, 73, 2441, 222, 8939, 7135, 23, 74, 26, 7204,
  5771, 525, 256512, 342451, 1, 7461, 99211, 928324, 65, 7772, 37, 14, 1977,
  788321, 21, 9277, 11, 9273, 361, 94, 6, 247, 224, 1866, 1332, 45054, 2091,
  12, 6562, 452, 6343, 334, 861, 5163, 1164, 13763, 711, 1, 182, 81, 275,
  8629, 4163, 377481, 4, 2287, 3, 4408, 501, 9761, 27938, 471, 9943, 36, 4,
  7089, 3, 81555, 71, 11, 631, 6724, 1232, 54, 31, 41225, 22, 8313, 25, 55,
  535, 836, 3, 861, 3321, 6101, 2596, 91, 53, 6676, 81, 842, 5086, 7, 67592,
  553, 89633, 2, 31, 2, 1, 51404, 862, 4812, 5321, 29255, 5155925, 611, 1721,
  40751, 129211, 441, 11, 5, 542, 533, 9405, 7393, 3809, 1768, 17592, 6904361,
  5, 287, 51, 587, 296, 775, 681, 41081, 14, 459, 55, 8883, 2631, 1, 7494,
  998, 34789, 413, 2012, 73693, 663732, 818791, 502, 71, 69, 1, 41492, 861,
  9331, 2, 2365, 467224, 6, 526, 14, 8417, 3634, 285, 636, 483, 96995, 194768,
  892, 701, 724, 1, 52917, 3552, 32, 4859, 9163, 142, 3681, 1011, 7441, 19352,
  14697, 23001, 7, 7, 75, 33, 161, 209, 3238, 61, 611, 411, 4681, 25, 52, 471,
  31, 1992454, 3512, 54, 8608, 587, 88, 157, 385, 9909, 3, 2539, 3087, 6391,
  488, 667, 21, 622, 61478, 75831, 2555, 7751, 61793, 862, 823, 5082, 1, 1771
]];
//////////////////////////////////////////////////////////////////////////////
PutDescription(
"Banco de 2000 datos que corresponden al acumulado del trafico de subida mas
el tráfico de bajada en bytes para un periodo de dias para un conjunto de
2000 direcciones MAC.
Se tienen dudas de si este banco de datos ha sido manipulado.",
TraDud);
//////////////////////////////////////////////////////////////////////////////


//////////////////////////////////////////////////////////////////////////////
Set TraChk = [[
  303, 5177, 1, 1508, 282, 386, 26179, 3775, 1255, 57583, 16147, 8062, 22,
  1066, 748, 8639, 1308, 7253, 9, 3990, 938, 515, 78, 858, 7860, 85, 4351,
  2199245, 43, 1047, 15, 22, 5468, 1041, 161, 106, 1323, 820, 916, 13, 37, 5,
  7, 72300, 11469, 71935, 2744, 1101, 1368, 114, 2916, 3485, 93, 20355, 25291,
  7, 172, 4070, 189, 219476, 89699, 548, 363, 628, 5363, 4841, 71, 452, 6,
  646722, 4236, 5, 2933, 186, 14149, 2, 16, 97, 150, 281879, 166373, 27369,
  3201, 241, 33478, 999, 8749, 4, 1263, 1888, 305, 545, 91, 44108, 1068, 177,
  529, 658, 75, 128, 7, 5690436, 11759, 2176, 8380, 9739, 3940, 553, 354, 2,
  51, 144, 112921, 14075, 1172, 161, 10515592, 52925, 5532, 1481, 286, 25140,
  4, 10, 23, 1, 28963, 3055, 36759, 20, 7508, 684, 28, 1667, 65, 39, 100259,
  6610, 10332, 186, 1, 383, 653, 55, 52, 5831, 32, 24122, 53, 15, 4123, 2672,
  463, 11, 107, 18155, 5, 30708, 9, 43, 6994, 347, 12793, 8976, 150, 1440, 80,
  3228, 7, 437748, 1416, 3862, 927, 58, 118, 20, 171, 11376, 3116, 4516,
  30086, 133, 4634, 345, 2656, 21, 20209, 14505, 4133, 2186, 622, 424, 7, 609,
  436, 1927, 31, 10927, 72, 178832, 1197, 71, 43, 7777, 26, 592832, 49921,
  10746, 1, 134245, 125651, 252, 50577, 1720, 42, 607, 42, 3713, 5893, 922,
  2244, 17, 381, 3351, 7237, 8218, 231583, 1071, 21534, 13999, 70, 217, 3,
  3182, 6, 3113, 146377, 1, 16645, 1305, 3038, 12917, 3431, 349, 57, 420, 380,
  9735, 8639, 2, 21, 11, 6, 699, 56, 7934, 12, 1091, 2526, 1555, 5346, 117,
  567, 94461, 477, 34, 590, 339, 2428, 622, 5, 21088, 397, 87, 41630, 25, 6,
  52, 2554, 90, 7454, 1935, 1350, 2369, 679, 2, 4, 3, 902, 349, 56, 24, 456,
  11, 36, 38, 639, 10843, 148, 8309, 4, 286, 50, 16, 33569, 554, 2, 122, 177,
  2780, 11033, 5, 124, 269, 4615, 326, 263, 1882, 5711, 54269, 84, 6928, 24,
  72, 72, 5329, 2990, 9, 206, 1585, 1929, 11, 39, 22, 325, 4382, 5110, 5,
  1393, 6, 2803, 117, 133, 2712, 110, 11, 3830, 506, 7370, 47, 245, 13914,
  25625, 257, 828, 115, 2187, 17, 70, 25, 4975, 17, 556, 156, 101, 2, 15600,
  167808, 474, 49480, 286, 3462, 1, 510, 1415, 837, 2307, 193688, 2452, 28811,
  1, 60058, 531, 83, 42246, 207, 2288, 1, 1631, 219929, 7583, 54382, 1, 5295,
  32192, 75, 1947, 2482, 86, 60668, 11674, 4, 822, 27987, 1454, 103, 52, 51,
  16781, 337, 25686, 44, 47, 8474, 1, 148, 3471, 54, 15607, 3677, 41, 3822,
  717, 406, 1131, 244, 466, 5272, 47091, 2877, 63, 12, 419, 119, 14, 3689,
  7257, 164, 862, 206, 2, 54, 547, 10519, 1895, 71, 1590, 3, 3461, 12235,
  2652, 44, 8, 89, 17326, 126, 4671, 3550, 40, 11388, 4, 32, 3624, 2707, 6,
  10170, 85795, 1, 19727, 47, 1518, 18825, 1937, 8544, 43, 5, 2154, 20, 74,
  23356, 45116, 3175, 23018, 213, 87731, 2181, 3690, 140903, 3957, 1095266, 3,
  28, 7808, 578, 627, 11530, 83, 2006, 8002, 1682, 31753, 1, 3572, 3773, 1922,
  1775, 62207, 253, 4, 41778, 235, 2169, 986, 9966150, 4852, 1440, 6, 1345,
  100, 40, 18, 265539, 13373, 776, 286, 29, 86, 177233, 768, 98, 10465, 9,
  14489, 31, 37, 3044, 6222, 394, 62012, 1978, 524, 908, 20545, 1378716, 3,
  14953, 4677, 18268, 1373, 57, 194829, 2516, 3026, 505, 25, 197, 8, 2733,
  140, 2078, 143, 1558, 217, 36768, 182, 83576, 142, 1984, 82, 717, 45, 83,
  14779, 32, 161355, 23998, 51243, 32300, 338353, 94, 6404, 10811, 4244, 49,
  623, 367, 675, 6088, 1030, 2745, 3319, 310, 246, 366, 96, 1000, 43, 4468, 4,
  7674, 5476, 107, 117, 269, 1275, 6859, 65, 22043, 22067, 729273, 2426, 159,
  1451, 199, 7, 4071, 5, 5960, 884, 417, 1, 691, 7049, 5427, 536, 203, 323,
  263, 1333, 394, 375, 130363, 11, 3884, 41, 12, 9237, 705, 21, 15958, 738,
  89, 47881, 1401, 3834, 108, 107513, 255, 669, 951, 170, 7393, 6, 3, 425, 11,
  1031, 9, 1, 779, 4, 14068, 5064600, 3631, 632, 29563, 554, 7, 30, 225, 115,
  845, 2138, 596, 2501, 4360, 214, 13210, 7, 1230, 203, 163, 22, 60, 52759,
  22886, 4723, 2224, 5, 250, 8, 13, 1813, 464, 350, 430, 58, 775781, 150,
  1081, 1232, 11384, 8, 2326, 10794, 12720, 64290, 17, 4, 59, 333, 5, 12, 271,
  455, 2, 4979, 598, 11, 854, 269, 7, 11238, 3915, 1048, 83, 5564, 13090, 13,
  1658, 7, 2031, 14705, 580, 2484, 19, 410, 875, 5277, 126480, 925, 33546, 10,
  3446, 6373, 27027, 29, 2121, 546, 7, 2467, 760, 1095, 2546, 711, 3, 350,
  933, 151, 7857, 26, 1418, 122697, 2326, 3158, 11, 3172, 25, 8240, 538,
  26740, 721, 34, 11, 11, 17, 56, 3293, 64, 549, 7529, 1736, 712, 518, 20,
  74165, 10645, 35560, 13, 102, 3017, 18521, 428030177, 2466, 1594, 9, 171,
  19, 9449, 21, 2965, 105, 549558, 50286, 27, 2799, 801, 110, 1, 4, 6859, 53,
  6456, 2197, 16738, 1, 13416, 2, 12, 3430, 7, 2, 117, 38, 336, 553, 65, 1020,
  9, 750, 8828, 3145, 6951, 37, 1256, 441, 487, 21567, 815, 3663, 1397, 76,
  170, 1, 539, 100013, 351, 6152, 22, 37, 3, 490994, 602, 104, 1432, 21, 10,
  15, 698, 59, 1366, 1989, 582, 1622, 864, 10541, 579, 769, 905, 10971, 4828,
  1821, 105, 1042, 8, 4924, 1261, 105562, 1231, 13, 161, 74, 314, 10538, 660,
  9497, 1, 208, 47755, 346, 2650, 86, 915, 287, 11520, 1531, 7222, 92709, 47,
  39, 18051, 2021, 72, 7091, 732, 2317, 1321, 603, 10731, 745, 7, 2672, 3233,
  66, 418, 1920, 520, 4956, 3, 3098, 14, 267, 3098, 547, 297, 5, 469, 2,
  16603, 234, 2804, 214, 16, 7410, 8628, 73, 260, 65, 2056, 242, 3090, 147,
  573134, 6246, 263, 59264, 78, 287, 61, 594, 230, 194, 4043, 106586, 171,
  1070, 922, 9623, 54338, 25, 7, 2699, 13, 8, 264, 239, 319372, 9035, 4124, 1,
  626, 1566, 2476, 3391, 34, 8, 78, 100, 12, 599, 1642, 1, 1350, 1848, 7,
  26845, 2140943, 14376, 2522, 35, 335, 4151, 3248, 57, 1338, 524, 3573, 2952,
  20, 50, 41554, 2915, 687, 1855, 72, 11826, 26350, 14035, 1507, 98, 42, 4072,
  901, 1051, 374, 4, 42712, 640802, 75, 3705, 9, 458, 7745, 94337, 4875, 680,
  3489, 536, 1234, 6, 36, 75, 36667, 9432, 112, 1901, 1772, 499, 225, 8, 1046,
  77, 3997, 106, 683, 8419, 21, 364, 13092, 404, 8, 568, 244, 238, 44330,
  2772, 54, 365, 3919, 4114, 27, 389647, 22878, 5734, 117, 34666, 133, 5731,
  8564, 514, 4342, 4203, 44, 135518, 289, 51379, 1370, 2, 41816, 458, 56,
  6789, 3, 75280, 2903, 7, 640, 8041, 1, 47670, 205, 241, 1, 1876, 9, 5308,
  470, 35, 67, 1574, 9535, 5403, 2437, 5, 68, 4406776, 22246, 2, 7278, 2468,
  122728, 4497, 19635, 145, 670, 6378, 615, 209, 97424, 303, 53461, 386,
  47650, 159, 2816, 5, 2050, 821674, 2268, 47, 172, 598, 565, 54, 58, 534,
  335, 24926, 106, 333, 69, 54, 1796, 1000, 29, 132, 123, 11906, 40004, 5084,
  3978, 21058, 1606, 2307, 1403, 64, 702, 184, 2501, 1690, 49, 1676, 996,
  10129, 30, 349173807, 13318, 5, 36, 528, 119, 237, 34206, 40, 7, 11, 1, 262,
  3, 48, 2851, 12, 6, 42, 333, 7736, 1407, 164, 122, 44, 3605, 17605, 522,
  1859, 2745, 843, 641, 264, 1, 1905, 2039, 2297, 3984, 109, 535, 4, 118,
  9119, 77, 195, 4803, 33875, 130, 102, 181, 23, 71406, 171, 83, 7786, 2, 23,
  57, 12337, 2740, 1491, 4, 3159, 410, 2192, 943, 4088, 134160, 4068, 1636,
  339, 737, 390, 648, 43, 35660, 12, 412, 7468, 2714, 168816, 3145152, 7, 1,
  2127, 10968, 2, 5571, 1786, 1305, 26283, 291, 2012685, 321, 7687, 2335, 562,
  82556, 125, 12, 3416, 7, 751, 1651, 1129, 11, 2333, 14, 46, 2, 1972, 58,
  105046, 12, 109730, 225, 10199, 69326, 15, 13, 614, 21771, 156, 4411, 65,
  770, 4584, 2734, 1331633, 587, 6093, 44, 2785, 594, 28, 200670, 9, 16732,
  1824, 365, 22027, 5, 10, 7, 2720, 1637, 4748, 6587, 609, 41, 524124, 18503,
  16, 36, 4426, 5154, 6645, 275, 559446, 30238, 5219, 10, 2178, 3, 43, 45,
  168, 5059, 93, 93, 34565, 2989, 24709, 2020, 11544, 2995, 33381, 5210, 365,
  9620, 2246, 1645, 55, 1, 1276, 20929, 231, 13, 7562, 239, 3175, 8576, 329,
  131367, 54419, 32, 14551, 4097, 178, 15, 12132, 5, 6216, 103, 131, 8800,
  1780, 3206, 5282, 30740, 6378, 8338, 7986, 9, 36570, 67853, 120, 78, 356,
  714, 3740, 69, 1521, 20, 129172164, 32561, 4178, 5521, 5, 372, 2981, 30,
  2187, 11, 949653, 28, 1790, 2872, 19, 901, 52864, 946, 11216, 704, 795, 293,
  374, 135, 108, 12118, 17431, 50, 16346, 64, 793, 3567, 433, 6046, 87, 111,
  5431, 367313, 8885, 3451, 1179, 4679, 926, 646, 14969, 252, 3898, 126, 24,
  2912, 2634, 6915, 2313, 3199, 5100, 129, 1783, 249, 16, 6734, 169, 2, 6008,
  12, 31, 1505, 455, 26865, 452, 94086, 31296, 8583, 4908, 597, 1018, 5, 6313,
  5468, 29202, 2234, 12, 21, 15, 722, 86, 25507, 6, 557168, 1280, 523, 30,
  2172, 4766, 82, 3268, 7, 273, 1312, 173, 61612, 65, 55, 1416, 9866, 8884,
  126, 27, 334, 753, 1583, 10, 150, 169, 168, 588, 9975, 3494, 2, 2, 1875,
  681059, 842, 1841, 3456, 91, 263, 23, 5419, 517, 1128, 323, 34, 81, 1, 2,
  437, 5474, 136, 37, 1607841, 3353, 431, 10, 7822, 46, 2984, 13236, 22, 610,
  181, 37, 152, 26929, 41, 1125, 1148, 511, 7, 146229, 1845, 189, 507, 655, 7,
  156, 1848, 199, 52, 639, 648, 2480, 57, 19, 16498, 3865, 1427, 59307, 183,
  8, 556669, 201, 6642, 6324, 13622, 820, 8700, 4198, 676, 5, 1820, 1140, 109,
  5131, 40, 625, 2093, 10281, 73, 72, 12356, 26599660, 4138, 64814, 1, 4584,
  9832, 5030, 277, 5, 56101, 17, 88, 168, 758036, 1, 40271, 29, 342, 553, 865,
  581765, 1441, 1066, 83, 786590, 4299, 1932, 11111, 693, 24912770, 4, 1222,
  4, 4794, 19196, 31, 4223, 197, 2115, 16, 54855, 68917, 424, 7, 3924, 474,
  1434, 265, 3066, 146, 117, 854, 2, 93, 10408, 198, 6489, 17278, 610201094,
  4988, 7725428, 3015, 112, 208, 184, 19663, 171, 11, 343, 20001, 12, 3723, 6,
  3896, 1058, 13, 997, 1526, 35247, 2, 1010, 2001, 1, 40, 10833, 6084, 41402,
  25309, 13, 475, 559, 222, 6382, 441, 1, 663547, 9717, 702, 1205, 74851, 331,
  747, 295, 1493, 170, 101, 483927, 12436167, 6, 3, 3415, 4578, 329678, 1568,
  729, 48, 6319, 867363, 2414, 1, 248, 4508, 5175, 137, 76564, 12459, 1297,
  143, 251, 679, 1346, 1128, 49, 5179, 264, 71, 89, 3508, 1462, 486, 1549,
  9774, 932, 42, 868, 2297, 686, 96, 473, 4976, 24, 9062, 24, 13463, 2822624,
  82, 4, 787, 40, 7, 312, 111, 2943, 1217, 8795704, 1178, 3131, 43, 825, 18,
  1368, 165, 87406, 417, 270, 2713, 2430, 2750, 1533, 24933, 9561, 57044, 501,
  14707, 66592, 2364, 11462, 85, 599125, 576, 14, 61785, 1, 49, 586, 119, 205,
  1933721, 119, 163, 446, 131, 1163, 71, 1527, 1, 18631, 1731, 2762, 25550,
  17749, 2333, 101, 91986, 19, 8, 14043, 1450, 16, 242, 573, 37, 12, 391492,
  27437, 62, 333, 789, 7, 15330, 35048, 6863, 15672, 12, 43, 1, 45, 26, 2551,
  4771, 1752, 1156, 88, 11010, 1274, 2, 2747, 1666, 560, 9047, 3957, 1, 16218,
  777, 12270, 642, 9, 547, 43, 88, 7939, 1778, 1864499, 821, 1165, 686, 760,
  9, 35, 582, 3777, 63, 53017, 1, 200, 546, 410, 548, 201617, 202, 1677, 71,
  3886, 395, 7041, 5, 25, 2080, 4776, 82, 6, 15953, 1012, 7760, 676, 8561,
  732, 550, 1574, 18585, 29, 577, 7, 2919, 59, 54744, 143949, 34028, 26794, 7,
  141, 7593, 453, 345863, 6364, 429, 7207, 4150, 23162, 111, 8, 23, 3760, 401,
  27, 241, 167, 3139, 16, 149, 11, 398, 1783, 46, 107, 4825, 3639, 36, 276906,
  95, 69, 1024, 125, 8, 82, 16, 928, 8, 39, 513, 6350, 1580, 1083, 68560, 112,
  267, 2064, 110, 332, 27165, 4360, 1219, 27486678, 308, 258, 8177, 291, 87,
  1, 178, 817, 371, 8360, 213, 16628, 19, 21665, 23, 16424, 2, 50, 81, 7696,
  4, 1, 929, 163, 17, 21926, 27566, 4244, 2457, 3456, 68545, 3171, 477, 1848,
  857, 249, 1734, 53, 4983, 2, 3517, 11978, 1, 19786, 2950, 5479, 7945, 2084
  
]];
//////////////////////////////////////////////////////////////////////////////
PutDescription(
"Banco de 2000 datos comprobados y obtenidos bajo supervision que corresponden
al acumulado del trafico de subida mas el tráfico de bajada en bytes para un
periodo de dias para un conjunto de 2000 direcciones MAC.
Este es el banco de control.",
TraChk);
//////////////////////////////////////////////////////////////////////////////

Árbol de ficheros

Benford.Test pruebas de la Ley de Bendford con diferentes casos y uno forense

  • ←make.tol proceso de prueba de la Ley de Bendford con un caso forense
  • ←make.bat mandato de ejecucion del programa de test de la Ley Benford
  • trafico directorio con datos de trafico como pruebas digitales forenses
    • ←bytespermac.tol 2 muestras de trafico de telecomunicacion acumulado en bytes
  • →startlog.txt fichero de log de un proceso completo de prueba de Bendord
  • →casoforense_html resultado analizar con la Ley de Benford del trafico en bytes
  • →benford_test.pdf documento de funciones del test de la Ley de Benford

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