random32.c 13 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. *
  5. * lfsr113 version:
  6. *
  7. * x_n = (s1_n ^ s2_n ^ s3_n ^ s4_n)
  8. *
  9. * s1_{n+1} = (((s1_n & 4294967294) << 18) ^ (((s1_n << 6) ^ s1_n) >> 13))
  10. * s2_{n+1} = (((s2_n & 4294967288) << 2) ^ (((s2_n << 2) ^ s2_n) >> 27))
  11. * s3_{n+1} = (((s3_n & 4294967280) << 7) ^ (((s3_n << 13) ^ s3_n) >> 21))
  12. * s4_{n+1} = (((s4_n & 4294967168) << 13) ^ (((s4_n << 3) ^ s4_n) >> 12))
  13. *
  14. * The period of this generator is about 2^113 (see erratum paper).
  15. *
  16. * From: P. L'Ecuyer, "Maximally Equidistributed Combined Tausworthe
  17. * Generators", Mathematics of Computation, 65, 213 (1996), 203--213:
  18. * http://www.iro.umontreal.ca/~lecuyer/myftp/papers/tausme.ps
  19. * ftp://ftp.iro.umontreal.ca/pub/simulation/lecuyer/papers/tausme.ps
  20. *
  21. * There is an erratum in the paper "Tables of Maximally Equidistributed
  22. * Combined LFSR Generators", Mathematics of Computation, 68, 225 (1999),
  23. * 261--269: http://www.iro.umontreal.ca/~lecuyer/myftp/papers/tausme2.ps
  24. *
  25. * ... the k_j most significant bits of z_j must be non-zero,
  26. * for each j. (Note: this restriction also applies to the
  27. * computer code given in [4], but was mistakenly not mentioned
  28. * in that paper.)
  29. *
  30. * This affects the seeding procedure by imposing the requirement
  31. * s1 > 1, s2 > 7, s3 > 15, s4 > 127.
  32. */
  33. #include <linux/types.h>
  34. #include <linux/percpu.h>
  35. #include <linux/export.h>
  36. #include <linux/jiffies.h>
  37. #include <linux/random.h>
  38. #include <linux/sched.h>
  39. #ifdef CONFIG_RANDOM32_SELFTEST
  40. static void __init prandom_state_selftest(void);
  41. #endif
  42. static DEFINE_PER_CPU(struct rnd_state, net_rand_state);
  43. /**
  44. * prandom_u32_state - seeded pseudo-random number generator.
  45. * @state: pointer to state structure holding seeded state.
  46. *
  47. * This is used for pseudo-randomness with no outside seeding.
  48. * For more random results, use prandom_u32().
  49. */
  50. u32 prandom_u32_state(struct rnd_state *state)
  51. {
  52. #define TAUSWORTHE(s,a,b,c,d) ((s&c)<<d) ^ (((s <<a) ^ s)>>b)
  53. state->s1 = TAUSWORTHE(state->s1, 6U, 13U, 4294967294U, 18U);
  54. state->s2 = TAUSWORTHE(state->s2, 2U, 27U, 4294967288U, 2U);
  55. state->s3 = TAUSWORTHE(state->s3, 13U, 21U, 4294967280U, 7U);
  56. state->s4 = TAUSWORTHE(state->s4, 3U, 12U, 4294967168U, 13U);
  57. return (state->s1 ^ state->s2 ^ state->s3 ^ state->s4);
  58. }
  59. EXPORT_SYMBOL(prandom_u32_state);
  60. /**
  61. * prandom_u32 - pseudo random number generator
  62. *
  63. * A 32 bit pseudo-random number is generated using a fast
  64. * algorithm suitable for simulation. This algorithm is NOT
  65. * considered safe for cryptographic use.
  66. */
  67. u32 prandom_u32(void)
  68. {
  69. struct rnd_state *state = &get_cpu_var(net_rand_state);
  70. u32 res;
  71. res = prandom_u32_state(state);
  72. put_cpu_var(state);
  73. return res;
  74. }
  75. EXPORT_SYMBOL(prandom_u32);
  76. /**
  77. * prandom_bytes_state - get the requested number of pseudo-random bytes
  78. *
  79. * @state: pointer to state structure holding seeded state.
  80. * @buf: where to copy the pseudo-random bytes to
  81. * @bytes: the requested number of bytes
  82. *
  83. * This is used for pseudo-randomness with no outside seeding.
  84. * For more random results, use prandom_bytes().
  85. */
  86. void prandom_bytes_state(struct rnd_state *state, void *buf, int bytes)
  87. {
  88. unsigned char *p = buf;
  89. int i;
  90. for (i = 0; i < round_down(bytes, sizeof(u32)); i += sizeof(u32)) {
  91. u32 random = prandom_u32_state(state);
  92. int j;
  93. for (j = 0; j < sizeof(u32); j++) {
  94. p[i + j] = random;
  95. random >>= BITS_PER_BYTE;
  96. }
  97. }
  98. if (i < bytes) {
  99. u32 random = prandom_u32_state(state);
  100. for (; i < bytes; i++) {
  101. p[i] = random;
  102. random >>= BITS_PER_BYTE;
  103. }
  104. }
  105. }
  106. EXPORT_SYMBOL(prandom_bytes_state);
  107. /**
  108. * prandom_bytes - get the requested number of pseudo-random bytes
  109. * @buf: where to copy the pseudo-random bytes to
  110. * @bytes: the requested number of bytes
  111. */
  112. void prandom_bytes(void *buf, int bytes)
  113. {
  114. struct rnd_state *state = &get_cpu_var(net_rand_state);
  115. prandom_bytes_state(state, buf, bytes);
  116. put_cpu_var(state);
  117. }
  118. EXPORT_SYMBOL(prandom_bytes);
  119. static void prandom_warmup(struct rnd_state *state)
  120. {
  121. /* Calling RNG ten times to satify recurrence condition */
  122. prandom_u32_state(state);
  123. prandom_u32_state(state);
  124. prandom_u32_state(state);
  125. prandom_u32_state(state);
  126. prandom_u32_state(state);
  127. prandom_u32_state(state);
  128. prandom_u32_state(state);
  129. prandom_u32_state(state);
  130. prandom_u32_state(state);
  131. prandom_u32_state(state);
  132. }
  133. static void prandom_seed_very_weak(struct rnd_state *state, u32 seed)
  134. {
  135. /* Note: This sort of seeding is ONLY used in test cases and
  136. * during boot at the time from core_initcall until late_initcall
  137. * as we don't have a stronger entropy source available yet.
  138. * After late_initcall, we reseed entire state, we have to (!),
  139. * otherwise an attacker just needs to search 32 bit space to
  140. * probe for our internal 128 bit state if he knows a couple
  141. * of prandom32 outputs!
  142. */
  143. #define LCG(x) ((x) * 69069U) /* super-duper LCG */
  144. state->s1 = __seed(LCG(seed), 2U);
  145. state->s2 = __seed(LCG(state->s1), 8U);
  146. state->s3 = __seed(LCG(state->s2), 16U);
  147. state->s4 = __seed(LCG(state->s3), 128U);
  148. }
  149. /**
  150. * prandom_seed - add entropy to pseudo random number generator
  151. * @seed: seed value
  152. *
  153. * Add some additional seeding to the prandom pool.
  154. */
  155. void prandom_seed(u32 entropy)
  156. {
  157. int i;
  158. /*
  159. * No locking on the CPUs, but then somewhat random results are, well,
  160. * expected.
  161. */
  162. for_each_possible_cpu (i) {
  163. struct rnd_state *state = &per_cpu(net_rand_state, i);
  164. state->s1 = __seed(state->s1 ^ entropy, 2U);
  165. prandom_warmup(state);
  166. }
  167. }
  168. EXPORT_SYMBOL(prandom_seed);
  169. /*
  170. * Generate some initially weak seeding values to allow
  171. * to start the prandom_u32() engine.
  172. */
  173. static int __init prandom_init(void)
  174. {
  175. int i;
  176. #ifdef CONFIG_RANDOM32_SELFTEST
  177. prandom_state_selftest();
  178. #endif
  179. for_each_possible_cpu(i) {
  180. struct rnd_state *state = &per_cpu(net_rand_state,i);
  181. prandom_seed_very_weak(state, (i + jiffies) ^ random_get_entropy());
  182. prandom_warmup(state);
  183. }
  184. return 0;
  185. }
  186. core_initcall(prandom_init);
  187. static void __prandom_timer(unsigned long dontcare);
  188. static DEFINE_TIMER(seed_timer, __prandom_timer, 0, 0);
  189. static void __prandom_timer(unsigned long dontcare)
  190. {
  191. u32 entropy;
  192. unsigned long expires;
  193. get_random_bytes(&entropy, sizeof(entropy));
  194. prandom_seed(entropy);
  195. /* reseed every ~60 seconds, in [40 .. 80) interval with slack */
  196. expires = 40 + (prandom_u32() % 40);
  197. seed_timer.expires = jiffies + msecs_to_jiffies(expires * MSEC_PER_SEC);
  198. add_timer(&seed_timer);
  199. }
  200. static void __init __prandom_start_seed_timer(void)
  201. {
  202. set_timer_slack(&seed_timer, HZ);
  203. seed_timer.expires = jiffies + msecs_to_jiffies(40 * MSEC_PER_SEC);
  204. add_timer(&seed_timer);
  205. }
  206. /*
  207. * Generate better values after random number generator
  208. * is fully initialized.
  209. */
  210. static void __prandom_reseed(bool late)
  211. {
  212. int i;
  213. unsigned long flags;
  214. static bool latch = false;
  215. static DEFINE_SPINLOCK(lock);
  216. /* Asking for random bytes might result in bytes getting
  217. * moved into the nonblocking pool and thus marking it
  218. * as initialized. In this case we would double back into
  219. * this function and attempt to do a late reseed.
  220. * Ignore the pointless attempt to reseed again if we're
  221. * already waiting for bytes when the nonblocking pool
  222. * got initialized.
  223. */
  224. /* only allow initial seeding (late == false) once */
  225. if (!spin_trylock_irqsave(&lock, flags))
  226. return;
  227. if (latch && !late)
  228. goto out;
  229. latch = true;
  230. for_each_possible_cpu(i) {
  231. struct rnd_state *state = &per_cpu(net_rand_state,i);
  232. u32 seeds[4];
  233. get_random_bytes(&seeds, sizeof(seeds));
  234. state->s1 = __seed(seeds[0], 2U);
  235. state->s2 = __seed(seeds[1], 8U);
  236. state->s3 = __seed(seeds[2], 16U);
  237. state->s4 = __seed(seeds[3], 128U);
  238. prandom_warmup(state);
  239. }
  240. out:
  241. spin_unlock_irqrestore(&lock, flags);
  242. }
  243. void prandom_reseed_late(void)
  244. {
  245. __prandom_reseed(true);
  246. }
  247. static int __init prandom_reseed(void)
  248. {
  249. __prandom_reseed(false);
  250. __prandom_start_seed_timer();
  251. return 0;
  252. }
  253. late_initcall(prandom_reseed);
  254. #ifdef CONFIG_RANDOM32_SELFTEST
  255. static struct prandom_test1 {
  256. u32 seed;
  257. u32 result;
  258. } test1[] = {
  259. { 1U, 3484351685U },
  260. { 2U, 2623130059U },
  261. { 3U, 3125133893U },
  262. { 4U, 984847254U },
  263. };
  264. static struct prandom_test2 {
  265. u32 seed;
  266. u32 iteration;
  267. u32 result;
  268. } test2[] = {
  269. /* Test cases against taus113 from GSL library. */
  270. { 931557656U, 959U, 2975593782U },
  271. { 1339693295U, 876U, 3887776532U },
  272. { 1545556285U, 961U, 1615538833U },
  273. { 601730776U, 723U, 1776162651U },
  274. { 1027516047U, 687U, 511983079U },
  275. { 416526298U, 700U, 916156552U },
  276. { 1395522032U, 652U, 2222063676U },
  277. { 366221443U, 617U, 2992857763U },
  278. { 1539836965U, 714U, 3783265725U },
  279. { 556206671U, 994U, 799626459U },
  280. { 684907218U, 799U, 367789491U },
  281. { 2121230701U, 931U, 2115467001U },
  282. { 1668516451U, 644U, 3620590685U },
  283. { 768046066U, 883U, 2034077390U },
  284. { 1989159136U, 833U, 1195767305U },
  285. { 536585145U, 996U, 3577259204U },
  286. { 1008129373U, 642U, 1478080776U },
  287. { 1740775604U, 939U, 1264980372U },
  288. { 1967883163U, 508U, 10734624U },
  289. { 1923019697U, 730U, 3821419629U },
  290. { 442079932U, 560U, 3440032343U },
  291. { 1961302714U, 845U, 841962572U },
  292. { 2030205964U, 962U, 1325144227U },
  293. { 1160407529U, 507U, 240940858U },
  294. { 635482502U, 779U, 4200489746U },
  295. { 1252788931U, 699U, 867195434U },
  296. { 1961817131U, 719U, 668237657U },
  297. { 1071468216U, 983U, 917876630U },
  298. { 1281848367U, 932U, 1003100039U },
  299. { 582537119U, 780U, 1127273778U },
  300. { 1973672777U, 853U, 1071368872U },
  301. { 1896756996U, 762U, 1127851055U },
  302. { 847917054U, 500U, 1717499075U },
  303. { 1240520510U, 951U, 2849576657U },
  304. { 1685071682U, 567U, 1961810396U },
  305. { 1516232129U, 557U, 3173877U },
  306. { 1208118903U, 612U, 1613145022U },
  307. { 1817269927U, 693U, 4279122573U },
  308. { 1510091701U, 717U, 638191229U },
  309. { 365916850U, 807U, 600424314U },
  310. { 399324359U, 702U, 1803598116U },
  311. { 1318480274U, 779U, 2074237022U },
  312. { 697758115U, 840U, 1483639402U },
  313. { 1696507773U, 840U, 577415447U },
  314. { 2081979121U, 981U, 3041486449U },
  315. { 955646687U, 742U, 3846494357U },
  316. { 1250683506U, 749U, 836419859U },
  317. { 595003102U, 534U, 366794109U },
  318. { 47485338U, 558U, 3521120834U },
  319. { 619433479U, 610U, 3991783875U },
  320. { 704096520U, 518U, 4139493852U },
  321. { 1712224984U, 606U, 2393312003U },
  322. { 1318233152U, 922U, 3880361134U },
  323. { 855572992U, 761U, 1472974787U },
  324. { 64721421U, 703U, 683860550U },
  325. { 678931758U, 840U, 380616043U },
  326. { 692711973U, 778U, 1382361947U },
  327. { 677703619U, 530U, 2826914161U },
  328. { 92393223U, 586U, 1522128471U },
  329. { 1222592920U, 743U, 3466726667U },
  330. { 358288986U, 695U, 1091956998U },
  331. { 1935056945U, 958U, 514864477U },
  332. { 735675993U, 990U, 1294239989U },
  333. { 1560089402U, 897U, 2238551287U },
  334. { 70616361U, 829U, 22483098U },
  335. { 368234700U, 731U, 2913875084U },
  336. { 20221190U, 879U, 1564152970U },
  337. { 539444654U, 682U, 1835141259U },
  338. { 1314987297U, 840U, 1801114136U },
  339. { 2019295544U, 645U, 3286438930U },
  340. { 469023838U, 716U, 1637918202U },
  341. { 1843754496U, 653U, 2562092152U },
  342. { 400672036U, 809U, 4264212785U },
  343. { 404722249U, 965U, 2704116999U },
  344. { 600702209U, 758U, 584979986U },
  345. { 519953954U, 667U, 2574436237U },
  346. { 1658071126U, 694U, 2214569490U },
  347. { 420480037U, 749U, 3430010866U },
  348. { 690103647U, 969U, 3700758083U },
  349. { 1029424799U, 937U, 3787746841U },
  350. { 2012608669U, 506U, 3362628973U },
  351. { 1535432887U, 998U, 42610943U },
  352. { 1330635533U, 857U, 3040806504U },
  353. { 1223800550U, 539U, 3954229517U },
  354. { 1322411537U, 680U, 3223250324U },
  355. { 1877847898U, 945U, 2915147143U },
  356. { 1646356099U, 874U, 965988280U },
  357. { 805687536U, 744U, 4032277920U },
  358. { 1948093210U, 633U, 1346597684U },
  359. { 392609744U, 783U, 1636083295U },
  360. { 690241304U, 770U, 1201031298U },
  361. { 1360302965U, 696U, 1665394461U },
  362. { 1220090946U, 780U, 1316922812U },
  363. { 447092251U, 500U, 3438743375U },
  364. { 1613868791U, 592U, 828546883U },
  365. { 523430951U, 548U, 2552392304U },
  366. { 726692899U, 810U, 1656872867U },
  367. { 1364340021U, 836U, 3710513486U },
  368. { 1986257729U, 931U, 935013962U },
  369. { 407983964U, 921U, 728767059U },
  370. };
  371. static void __init prandom_state_selftest(void)
  372. {
  373. int i, j, errors = 0, runs = 0;
  374. bool error = false;
  375. for (i = 0; i < ARRAY_SIZE(test1); i++) {
  376. struct rnd_state state;
  377. prandom_seed_very_weak(&state, test1[i].seed);
  378. prandom_warmup(&state);
  379. if (test1[i].result != prandom_u32_state(&state))
  380. error = true;
  381. }
  382. if (error)
  383. pr_warn("prandom: seed boundary self test failed\n");
  384. else
  385. pr_info("prandom: seed boundary self test passed\n");
  386. for (i = 0; i < ARRAY_SIZE(test2); i++) {
  387. struct rnd_state state;
  388. prandom_seed_very_weak(&state, test2[i].seed);
  389. prandom_warmup(&state);
  390. for (j = 0; j < test2[i].iteration - 1; j++)
  391. prandom_u32_state(&state);
  392. if (test2[i].result != prandom_u32_state(&state))
  393. errors++;
  394. runs++;
  395. cond_resched();
  396. }
  397. if (errors)
  398. pr_warn("prandom: %d/%d self tests failed\n", errors, runs);
  399. else
  400. pr_info("prandom: %d self tests passed\n", runs);
  401. }
  402. #endif