random32.c 12 KB

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  1. /*
  2. This is a maximally equidistributed combined Tausworthe generator
  3. based on code from GNU Scientific Library 1.5 (30 Jun 2004)
  4. lfsr113 version:
  5. x_n = (s1_n ^ s2_n ^ s3_n ^ s4_n)
  6. s1_{n+1} = (((s1_n & 4294967294) << 18) ^ (((s1_n << 6) ^ s1_n) >> 13))
  7. s2_{n+1} = (((s2_n & 4294967288) << 2) ^ (((s2_n << 2) ^ s2_n) >> 27))
  8. s3_{n+1} = (((s3_n & 4294967280) << 7) ^ (((s3_n << 13) ^ s3_n) >> 21))
  9. s4_{n+1} = (((s4_n & 4294967168) << 13) ^ (((s4_n << 3) ^ s4_n) >> 12))
  10. The period of this generator is about 2^113 (see erratum paper).
  11. From: P. L'Ecuyer, "Maximally Equidistributed Combined Tausworthe
  12. Generators", Mathematics of Computation, 65, 213 (1996), 203--213:
  13. http://www.iro.umontreal.ca/~lecuyer/myftp/papers/tausme.ps
  14. ftp://ftp.iro.umontreal.ca/pub/simulation/lecuyer/papers/tausme.ps
  15. There is an erratum in the paper "Tables of Maximally
  16. Equidistributed Combined LFSR Generators", Mathematics of
  17. Computation, 68, 225 (1999), 261--269:
  18. http://www.iro.umontreal.ca/~lecuyer/myftp/papers/tausme2.ps
  19. ... the k_j most significant bits of z_j must be non-
  20. zero, for each j. (Note: this restriction also applies to the
  21. computer code given in [4], but was mistakenly not mentioned in
  22. that paper.)
  23. This affects the seeding procedure by imposing the requirement
  24. s1 > 1, s2 > 7, s3 > 15, s4 > 127.
  25. */
  26. #include <linux/types.h>
  27. #include <linux/percpu.h>
  28. #include <linux/export.h>
  29. #include <linux/jiffies.h>
  30. #include <linux/random.h>
  31. #include <linux/sched.h>
  32. #ifdef CONFIG_RANDOM32_SELFTEST
  33. static void __init prandom_state_selftest(void);
  34. #endif
  35. static DEFINE_PER_CPU(struct rnd_state, net_rand_state);
  36. /**
  37. * prandom_u32_state - seeded pseudo-random number generator.
  38. * @state: pointer to state structure holding seeded state.
  39. *
  40. * This is used for pseudo-randomness with no outside seeding.
  41. * For more random results, use prandom_u32().
  42. */
  43. u32 prandom_u32_state(struct rnd_state *state)
  44. {
  45. #define TAUSWORTHE(s,a,b,c,d) ((s&c)<<d) ^ (((s <<a) ^ s)>>b)
  46. state->s1 = TAUSWORTHE(state->s1, 6U, 13U, 4294967294U, 18U);
  47. state->s2 = TAUSWORTHE(state->s2, 2U, 27U, 4294967288U, 2U);
  48. state->s3 = TAUSWORTHE(state->s3, 13U, 21U, 4294967280U, 7U);
  49. state->s4 = TAUSWORTHE(state->s4, 3U, 12U, 4294967168U, 13U);
  50. return (state->s1 ^ state->s2 ^ state->s3 ^ state->s4);
  51. }
  52. EXPORT_SYMBOL(prandom_u32_state);
  53. /**
  54. * prandom_u32 - pseudo random number generator
  55. *
  56. * A 32 bit pseudo-random number is generated using a fast
  57. * algorithm suitable for simulation. This algorithm is NOT
  58. * considered safe for cryptographic use.
  59. */
  60. u32 prandom_u32(void)
  61. {
  62. unsigned long r;
  63. struct rnd_state *state = &get_cpu_var(net_rand_state);
  64. r = prandom_u32_state(state);
  65. put_cpu_var(state);
  66. return r;
  67. }
  68. EXPORT_SYMBOL(prandom_u32);
  69. /*
  70. * prandom_bytes_state - get the requested number of pseudo-random bytes
  71. *
  72. * @state: pointer to state structure holding seeded state.
  73. * @buf: where to copy the pseudo-random bytes to
  74. * @bytes: the requested number of bytes
  75. *
  76. * This is used for pseudo-randomness with no outside seeding.
  77. * For more random results, use prandom_bytes().
  78. */
  79. void prandom_bytes_state(struct rnd_state *state, void *buf, int bytes)
  80. {
  81. unsigned char *p = buf;
  82. int i;
  83. for (i = 0; i < round_down(bytes, sizeof(u32)); i += sizeof(u32)) {
  84. u32 random = prandom_u32_state(state);
  85. int j;
  86. for (j = 0; j < sizeof(u32); j++) {
  87. p[i + j] = random;
  88. random >>= BITS_PER_BYTE;
  89. }
  90. }
  91. if (i < bytes) {
  92. u32 random = prandom_u32_state(state);
  93. for (; i < bytes; i++) {
  94. p[i] = random;
  95. random >>= BITS_PER_BYTE;
  96. }
  97. }
  98. }
  99. EXPORT_SYMBOL(prandom_bytes_state);
  100. /**
  101. * prandom_bytes - get the requested number of pseudo-random bytes
  102. * @buf: where to copy the pseudo-random bytes to
  103. * @bytes: the requested number of bytes
  104. */
  105. void prandom_bytes(void *buf, int bytes)
  106. {
  107. struct rnd_state *state = &get_cpu_var(net_rand_state);
  108. prandom_bytes_state(state, buf, bytes);
  109. put_cpu_var(state);
  110. }
  111. EXPORT_SYMBOL(prandom_bytes);
  112. static void prandom_warmup(struct rnd_state *state)
  113. {
  114. /* Calling RNG ten times to satify recurrence condition */
  115. prandom_u32_state(state);
  116. prandom_u32_state(state);
  117. prandom_u32_state(state);
  118. prandom_u32_state(state);
  119. prandom_u32_state(state);
  120. prandom_u32_state(state);
  121. prandom_u32_state(state);
  122. prandom_u32_state(state);
  123. prandom_u32_state(state);
  124. prandom_u32_state(state);
  125. }
  126. static void prandom_seed_very_weak(struct rnd_state *state, u32 seed)
  127. {
  128. /* Note: This sort of seeding is ONLY used in test cases and
  129. * during boot at the time from core_initcall until late_initcall
  130. * as we don't have a stronger entropy source available yet.
  131. * After late_initcall, we reseed entire state, we have to (!),
  132. * otherwise an attacker just needs to search 32 bit space to
  133. * probe for our internal 128 bit state if he knows a couple
  134. * of prandom32 outputs!
  135. */
  136. #define LCG(x) ((x) * 69069U) /* super-duper LCG */
  137. state->s1 = __seed(LCG(seed), 2U);
  138. state->s2 = __seed(LCG(state->s1), 8U);
  139. state->s3 = __seed(LCG(state->s2), 16U);
  140. state->s4 = __seed(LCG(state->s3), 128U);
  141. }
  142. /**
  143. * prandom_seed - add entropy to pseudo random number generator
  144. * @seed: seed value
  145. *
  146. * Add some additional seeding to the prandom pool.
  147. */
  148. void prandom_seed(u32 entropy)
  149. {
  150. int i;
  151. /*
  152. * No locking on the CPUs, but then somewhat random results are, well,
  153. * expected.
  154. */
  155. for_each_possible_cpu (i) {
  156. struct rnd_state *state = &per_cpu(net_rand_state, i);
  157. state->s1 = __seed(state->s1 ^ entropy, 2U);
  158. prandom_warmup(state);
  159. }
  160. }
  161. EXPORT_SYMBOL(prandom_seed);
  162. /*
  163. * Generate some initially weak seeding values to allow
  164. * to start the prandom_u32() engine.
  165. */
  166. static int __init prandom_init(void)
  167. {
  168. int i;
  169. #ifdef CONFIG_RANDOM32_SELFTEST
  170. prandom_state_selftest();
  171. #endif
  172. for_each_possible_cpu(i) {
  173. struct rnd_state *state = &per_cpu(net_rand_state,i);
  174. prandom_seed_very_weak(state, (i + jiffies) ^ random_get_entropy());
  175. prandom_warmup(state);
  176. }
  177. return 0;
  178. }
  179. core_initcall(prandom_init);
  180. static void __prandom_timer(unsigned long dontcare);
  181. static DEFINE_TIMER(seed_timer, __prandom_timer, 0, 0);
  182. static void __prandom_timer(unsigned long dontcare)
  183. {
  184. u32 entropy;
  185. get_random_bytes(&entropy, sizeof(entropy));
  186. prandom_seed(entropy);
  187. /* reseed every ~60 seconds, in [40 .. 80) interval with slack */
  188. seed_timer.expires = jiffies + (40 * HZ + (prandom_u32() % (40 * HZ)));
  189. add_timer(&seed_timer);
  190. }
  191. static void prandom_start_seed_timer(void)
  192. {
  193. set_timer_slack(&seed_timer, HZ);
  194. seed_timer.expires = jiffies + 40 * HZ;
  195. add_timer(&seed_timer);
  196. }
  197. /*
  198. * Generate better values after random number generator
  199. * is fully initialized.
  200. */
  201. static void __prandom_reseed(bool late)
  202. {
  203. int i;
  204. unsigned long flags;
  205. static bool latch = false;
  206. static DEFINE_SPINLOCK(lock);
  207. /* only allow initial seeding (late == false) once */
  208. spin_lock_irqsave(&lock, flags);
  209. if (latch && !late)
  210. goto out;
  211. latch = true;
  212. for_each_possible_cpu(i) {
  213. struct rnd_state *state = &per_cpu(net_rand_state,i);
  214. u32 seeds[4];
  215. get_random_bytes(&seeds, sizeof(seeds));
  216. state->s1 = __seed(seeds[0], 2U);
  217. state->s2 = __seed(seeds[1], 8U);
  218. state->s3 = __seed(seeds[2], 16U);
  219. state->s4 = __seed(seeds[3], 128U);
  220. prandom_warmup(state);
  221. }
  222. out:
  223. spin_unlock_irqrestore(&lock, flags);
  224. }
  225. void prandom_reseed_late(void)
  226. {
  227. __prandom_reseed(true);
  228. }
  229. static int __init prandom_reseed(void)
  230. {
  231. __prandom_reseed(false);
  232. prandom_start_seed_timer();
  233. return 0;
  234. }
  235. late_initcall(prandom_reseed);
  236. #ifdef CONFIG_RANDOM32_SELFTEST
  237. static struct prandom_test1 {
  238. u32 seed;
  239. u32 result;
  240. } test1[] = {
  241. { 1U, 3484351685U },
  242. { 2U, 2623130059U },
  243. { 3U, 3125133893U },
  244. { 4U, 984847254U },
  245. };
  246. static struct prandom_test2 {
  247. u32 seed;
  248. u32 iteration;
  249. u32 result;
  250. } test2[] = {
  251. /* Test cases against taus113 from GSL library. */
  252. { 931557656U, 959U, 2975593782U },
  253. { 1339693295U, 876U, 3887776532U },
  254. { 1545556285U, 961U, 1615538833U },
  255. { 601730776U, 723U, 1776162651U },
  256. { 1027516047U, 687U, 511983079U },
  257. { 416526298U, 700U, 916156552U },
  258. { 1395522032U, 652U, 2222063676U },
  259. { 366221443U, 617U, 2992857763U },
  260. { 1539836965U, 714U, 3783265725U },
  261. { 556206671U, 994U, 799626459U },
  262. { 684907218U, 799U, 367789491U },
  263. { 2121230701U, 931U, 2115467001U },
  264. { 1668516451U, 644U, 3620590685U },
  265. { 768046066U, 883U, 2034077390U },
  266. { 1989159136U, 833U, 1195767305U },
  267. { 536585145U, 996U, 3577259204U },
  268. { 1008129373U, 642U, 1478080776U },
  269. { 1740775604U, 939U, 1264980372U },
  270. { 1967883163U, 508U, 10734624U },
  271. { 1923019697U, 730U, 3821419629U },
  272. { 442079932U, 560U, 3440032343U },
  273. { 1961302714U, 845U, 841962572U },
  274. { 2030205964U, 962U, 1325144227U },
  275. { 1160407529U, 507U, 240940858U },
  276. { 635482502U, 779U, 4200489746U },
  277. { 1252788931U, 699U, 867195434U },
  278. { 1961817131U, 719U, 668237657U },
  279. { 1071468216U, 983U, 917876630U },
  280. { 1281848367U, 932U, 1003100039U },
  281. { 582537119U, 780U, 1127273778U },
  282. { 1973672777U, 853U, 1071368872U },
  283. { 1896756996U, 762U, 1127851055U },
  284. { 847917054U, 500U, 1717499075U },
  285. { 1240520510U, 951U, 2849576657U },
  286. { 1685071682U, 567U, 1961810396U },
  287. { 1516232129U, 557U, 3173877U },
  288. { 1208118903U, 612U, 1613145022U },
  289. { 1817269927U, 693U, 4279122573U },
  290. { 1510091701U, 717U, 638191229U },
  291. { 365916850U, 807U, 600424314U },
  292. { 399324359U, 702U, 1803598116U },
  293. { 1318480274U, 779U, 2074237022U },
  294. { 697758115U, 840U, 1483639402U },
  295. { 1696507773U, 840U, 577415447U },
  296. { 2081979121U, 981U, 3041486449U },
  297. { 955646687U, 742U, 3846494357U },
  298. { 1250683506U, 749U, 836419859U },
  299. { 595003102U, 534U, 366794109U },
  300. { 47485338U, 558U, 3521120834U },
  301. { 619433479U, 610U, 3991783875U },
  302. { 704096520U, 518U, 4139493852U },
  303. { 1712224984U, 606U, 2393312003U },
  304. { 1318233152U, 922U, 3880361134U },
  305. { 855572992U, 761U, 1472974787U },
  306. { 64721421U, 703U, 683860550U },
  307. { 678931758U, 840U, 380616043U },
  308. { 692711973U, 778U, 1382361947U },
  309. { 677703619U, 530U, 2826914161U },
  310. { 92393223U, 586U, 1522128471U },
  311. { 1222592920U, 743U, 3466726667U },
  312. { 358288986U, 695U, 1091956998U },
  313. { 1935056945U, 958U, 514864477U },
  314. { 735675993U, 990U, 1294239989U },
  315. { 1560089402U, 897U, 2238551287U },
  316. { 70616361U, 829U, 22483098U },
  317. { 368234700U, 731U, 2913875084U },
  318. { 20221190U, 879U, 1564152970U },
  319. { 539444654U, 682U, 1835141259U },
  320. { 1314987297U, 840U, 1801114136U },
  321. { 2019295544U, 645U, 3286438930U },
  322. { 469023838U, 716U, 1637918202U },
  323. { 1843754496U, 653U, 2562092152U },
  324. { 400672036U, 809U, 4264212785U },
  325. { 404722249U, 965U, 2704116999U },
  326. { 600702209U, 758U, 584979986U },
  327. { 519953954U, 667U, 2574436237U },
  328. { 1658071126U, 694U, 2214569490U },
  329. { 420480037U, 749U, 3430010866U },
  330. { 690103647U, 969U, 3700758083U },
  331. { 1029424799U, 937U, 3787746841U },
  332. { 2012608669U, 506U, 3362628973U },
  333. { 1535432887U, 998U, 42610943U },
  334. { 1330635533U, 857U, 3040806504U },
  335. { 1223800550U, 539U, 3954229517U },
  336. { 1322411537U, 680U, 3223250324U },
  337. { 1877847898U, 945U, 2915147143U },
  338. { 1646356099U, 874U, 965988280U },
  339. { 805687536U, 744U, 4032277920U },
  340. { 1948093210U, 633U, 1346597684U },
  341. { 392609744U, 783U, 1636083295U },
  342. { 690241304U, 770U, 1201031298U },
  343. { 1360302965U, 696U, 1665394461U },
  344. { 1220090946U, 780U, 1316922812U },
  345. { 447092251U, 500U, 3438743375U },
  346. { 1613868791U, 592U, 828546883U },
  347. { 523430951U, 548U, 2552392304U },
  348. { 726692899U, 810U, 1656872867U },
  349. { 1364340021U, 836U, 3710513486U },
  350. { 1986257729U, 931U, 935013962U },
  351. { 407983964U, 921U, 728767059U },
  352. };
  353. static void __init prandom_state_selftest(void)
  354. {
  355. int i, j, errors = 0, runs = 0;
  356. bool error = false;
  357. for (i = 0; i < ARRAY_SIZE(test1); i++) {
  358. struct rnd_state state;
  359. prandom_seed_very_weak(&state, test1[i].seed);
  360. prandom_warmup(&state);
  361. if (test1[i].result != prandom_u32_state(&state))
  362. error = true;
  363. }
  364. if (error)
  365. pr_warn("prandom: seed boundary self test failed\n");
  366. else
  367. pr_info("prandom: seed boundary self test passed\n");
  368. for (i = 0; i < ARRAY_SIZE(test2); i++) {
  369. struct rnd_state state;
  370. prandom_seed_very_weak(&state, test2[i].seed);
  371. prandom_warmup(&state);
  372. for (j = 0; j < test2[i].iteration - 1; j++)
  373. prandom_u32_state(&state);
  374. if (test2[i].result != prandom_u32_state(&state))
  375. errors++;
  376. runs++;
  377. cond_resched();
  378. }
  379. if (errors)
  380. pr_warn("prandom: %d/%d self tests failed\n", errors, runs);
  381. else
  382. pr_info("prandom: %d self tests passed\n", runs);
  383. }
  384. #endif