linux/lib/random32.c
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   1// SPDX-License-Identifier: GPL-2.0
   2/*
   3 * This is a maximally equidistributed combined Tausworthe generator
   4 * based on code from GNU Scientific Library 1.5 (30 Jun 2004)
   5 *
   6 * lfsr113 version:
   7 *
   8 * x_n = (s1_n ^ s2_n ^ s3_n ^ s4_n)
   9 *
  10 * s1_{n+1} = (((s1_n & 4294967294) << 18) ^ (((s1_n <<  6) ^ s1_n) >> 13))
  11 * s2_{n+1} = (((s2_n & 4294967288) <<  2) ^ (((s2_n <<  2) ^ s2_n) >> 27))
  12 * s3_{n+1} = (((s3_n & 4294967280) <<  7) ^ (((s3_n << 13) ^ s3_n) >> 21))
  13 * s4_{n+1} = (((s4_n & 4294967168) << 13) ^ (((s4_n <<  3) ^ s4_n) >> 12))
  14 *
  15 * The period of this generator is about 2^113 (see erratum paper).
  16 *
  17 * From: P. L'Ecuyer, "Maximally Equidistributed Combined Tausworthe
  18 * Generators", Mathematics of Computation, 65, 213 (1996), 203--213:
  19 * http://www.iro.umontreal.ca/~lecuyer/myftp/papers/tausme.ps
  20 * ftp://ftp.iro.umontreal.ca/pub/simulation/lecuyer/papers/tausme.ps
  21 *
  22 * There is an erratum in the paper "Tables of Maximally Equidistributed
  23 * Combined LFSR Generators", Mathematics of Computation, 68, 225 (1999),
  24 * 261--269: http://www.iro.umontreal.ca/~lecuyer/myftp/papers/tausme2.ps
  25 *
  26 *      ... the k_j most significant bits of z_j must be non-zero,
  27 *      for each j. (Note: this restriction also applies to the
  28 *      computer code given in [4], but was mistakenly not mentioned
  29 *      in that paper.)
  30 *
  31 * This affects the seeding procedure by imposing the requirement
  32 * s1 > 1, s2 > 7, s3 > 15, s4 > 127.
  33 */
  34
  35#include <linux/types.h>
  36#include <linux/percpu.h>
  37#include <linux/export.h>
  38#include <linux/jiffies.h>
  39#include <linux/random.h>
  40#include <linux/sched.h>
  41#include <asm/unaligned.h>
  42
  43#ifdef CONFIG_RANDOM32_SELFTEST
  44static void __init prandom_state_selftest(void);
  45#else
  46static inline void prandom_state_selftest(void)
  47{
  48}
  49#endif
  50
  51static DEFINE_PER_CPU(struct rnd_state, net_rand_state) __latent_entropy;
  52
  53/**
  54 *      prandom_u32_state - seeded pseudo-random number generator.
  55 *      @state: pointer to state structure holding seeded state.
  56 *
  57 *      This is used for pseudo-randomness with no outside seeding.
  58 *      For more random results, use prandom_u32().
  59 */
  60u32 prandom_u32_state(struct rnd_state *state)
  61{
  62#define TAUSWORTHE(s, a, b, c, d) ((s & c) << d) ^ (((s << a) ^ s) >> b)
  63        state->s1 = TAUSWORTHE(state->s1,  6U, 13U, 4294967294U, 18U);
  64        state->s2 = TAUSWORTHE(state->s2,  2U, 27U, 4294967288U,  2U);
  65        state->s3 = TAUSWORTHE(state->s3, 13U, 21U, 4294967280U,  7U);
  66        state->s4 = TAUSWORTHE(state->s4,  3U, 12U, 4294967168U, 13U);
  67
  68        return (state->s1 ^ state->s2 ^ state->s3 ^ state->s4);
  69}
  70EXPORT_SYMBOL(prandom_u32_state);
  71
  72/**
  73 *      prandom_u32 - pseudo random number generator
  74 *
  75 *      A 32 bit pseudo-random number is generated using a fast
  76 *      algorithm suitable for simulation. This algorithm is NOT
  77 *      considered safe for cryptographic use.
  78 */
  79u32 prandom_u32(void)
  80{
  81        struct rnd_state *state = &get_cpu_var(net_rand_state);
  82        u32 res;
  83
  84        res = prandom_u32_state(state);
  85        put_cpu_var(net_rand_state);
  86
  87        return res;
  88}
  89EXPORT_SYMBOL(prandom_u32);
  90
  91/**
  92 *      prandom_bytes_state - get the requested number of pseudo-random bytes
  93 *
  94 *      @state: pointer to state structure holding seeded state.
  95 *      @buf: where to copy the pseudo-random bytes to
  96 *      @bytes: the requested number of bytes
  97 *
  98 *      This is used for pseudo-randomness with no outside seeding.
  99 *      For more random results, use prandom_bytes().
 100 */
 101void prandom_bytes_state(struct rnd_state *state, void *buf, size_t bytes)
 102{
 103        u8 *ptr = buf;
 104
 105        while (bytes >= sizeof(u32)) {
 106                put_unaligned(prandom_u32_state(state), (u32 *) ptr);
 107                ptr += sizeof(u32);
 108                bytes -= sizeof(u32);
 109        }
 110
 111        if (bytes > 0) {
 112                u32 rem = prandom_u32_state(state);
 113                do {
 114                        *ptr++ = (u8) rem;
 115                        bytes--;
 116                        rem >>= BITS_PER_BYTE;
 117                } while (bytes > 0);
 118        }
 119}
 120EXPORT_SYMBOL(prandom_bytes_state);
 121
 122/**
 123 *      prandom_bytes - get the requested number of pseudo-random bytes
 124 *      @buf: where to copy the pseudo-random bytes to
 125 *      @bytes: the requested number of bytes
 126 */
 127void prandom_bytes(void *buf, size_t bytes)
 128{
 129        struct rnd_state *state = &get_cpu_var(net_rand_state);
 130
 131        prandom_bytes_state(state, buf, bytes);
 132        put_cpu_var(net_rand_state);
 133}
 134EXPORT_SYMBOL(prandom_bytes);
 135
 136static void prandom_warmup(struct rnd_state *state)
 137{
 138        /* Calling RNG ten times to satisfy recurrence condition */
 139        prandom_u32_state(state);
 140        prandom_u32_state(state);
 141        prandom_u32_state(state);
 142        prandom_u32_state(state);
 143        prandom_u32_state(state);
 144        prandom_u32_state(state);
 145        prandom_u32_state(state);
 146        prandom_u32_state(state);
 147        prandom_u32_state(state);
 148        prandom_u32_state(state);
 149}
 150
 151static u32 __extract_hwseed(void)
 152{
 153        unsigned int val = 0;
 154
 155        (void)(arch_get_random_seed_int(&val) ||
 156               arch_get_random_int(&val));
 157
 158        return val;
 159}
 160
 161static void prandom_seed_early(struct rnd_state *state, u32 seed,
 162                               bool mix_with_hwseed)
 163{
 164#define LCG(x)   ((x) * 69069U) /* super-duper LCG */
 165#define HWSEED() (mix_with_hwseed ? __extract_hwseed() : 0)
 166        state->s1 = __seed(HWSEED() ^ LCG(seed),        2U);
 167        state->s2 = __seed(HWSEED() ^ LCG(state->s1),   8U);
 168        state->s3 = __seed(HWSEED() ^ LCG(state->s2),  16U);
 169        state->s4 = __seed(HWSEED() ^ LCG(state->s3), 128U);
 170}
 171
 172/**
 173 *      prandom_seed - add entropy to pseudo random number generator
 174 *      @entropy: entropy value
 175 *
 176 *      Add some additional entropy to the prandom pool.
 177 */
 178void prandom_seed(u32 entropy)
 179{
 180        int i;
 181        /*
 182         * No locking on the CPUs, but then somewhat random results are, well,
 183         * expected.
 184         */
 185        for_each_possible_cpu(i) {
 186                struct rnd_state *state = &per_cpu(net_rand_state, i);
 187
 188                state->s1 = __seed(state->s1 ^ entropy, 2U);
 189                prandom_warmup(state);
 190        }
 191}
 192EXPORT_SYMBOL(prandom_seed);
 193
 194/*
 195 *      Generate some initially weak seeding values to allow
 196 *      to start the prandom_u32() engine.
 197 */
 198static int __init prandom_init(void)
 199{
 200        int i;
 201
 202        prandom_state_selftest();
 203
 204        for_each_possible_cpu(i) {
 205                struct rnd_state *state = &per_cpu(net_rand_state, i);
 206                u32 weak_seed = (i + jiffies) ^ random_get_entropy();
 207
 208                prandom_seed_early(state, weak_seed, true);
 209                prandom_warmup(state);
 210        }
 211
 212        return 0;
 213}
 214core_initcall(prandom_init);
 215
 216static void __prandom_timer(struct timer_list *unused);
 217
 218static DEFINE_TIMER(seed_timer, __prandom_timer);
 219
 220static void __prandom_timer(struct timer_list *unused)
 221{
 222        u32 entropy;
 223        unsigned long expires;
 224
 225        get_random_bytes(&entropy, sizeof(entropy));
 226        prandom_seed(entropy);
 227
 228        /* reseed every ~60 seconds, in [40 .. 80) interval with slack */
 229        expires = 40 + prandom_u32_max(40);
 230        seed_timer.expires = jiffies + msecs_to_jiffies(expires * MSEC_PER_SEC);
 231
 232        add_timer(&seed_timer);
 233}
 234
 235static void __init __prandom_start_seed_timer(void)
 236{
 237        seed_timer.expires = jiffies + msecs_to_jiffies(40 * MSEC_PER_SEC);
 238        add_timer(&seed_timer);
 239}
 240
 241void prandom_seed_full_state(struct rnd_state __percpu *pcpu_state)
 242{
 243        int i;
 244
 245        for_each_possible_cpu(i) {
 246                struct rnd_state *state = per_cpu_ptr(pcpu_state, i);
 247                u32 seeds[4];
 248
 249                get_random_bytes(&seeds, sizeof(seeds));
 250                state->s1 = __seed(seeds[0],   2U);
 251                state->s2 = __seed(seeds[1],   8U);
 252                state->s3 = __seed(seeds[2],  16U);
 253                state->s4 = __seed(seeds[3], 128U);
 254
 255                prandom_warmup(state);
 256        }
 257}
 258EXPORT_SYMBOL(prandom_seed_full_state);
 259
 260/*
 261 *      Generate better values after random number generator
 262 *      is fully initialized.
 263 */
 264static void __prandom_reseed(bool late)
 265{
 266        unsigned long flags;
 267        static bool latch = false;
 268        static DEFINE_SPINLOCK(lock);
 269
 270        /* Asking for random bytes might result in bytes getting
 271         * moved into the nonblocking pool and thus marking it
 272         * as initialized. In this case we would double back into
 273         * this function and attempt to do a late reseed.
 274         * Ignore the pointless attempt to reseed again if we're
 275         * already waiting for bytes when the nonblocking pool
 276         * got initialized.
 277         */
 278
 279        /* only allow initial seeding (late == false) once */
 280        if (!spin_trylock_irqsave(&lock, flags))
 281                return;
 282
 283        if (latch && !late)
 284                goto out;
 285
 286        latch = true;
 287        prandom_seed_full_state(&net_rand_state);
 288out:
 289        spin_unlock_irqrestore(&lock, flags);
 290}
 291
 292void prandom_reseed_late(void)
 293{
 294        __prandom_reseed(true);
 295}
 296
 297static int __init prandom_reseed(void)
 298{
 299        __prandom_reseed(false);
 300        __prandom_start_seed_timer();
 301        return 0;
 302}
 303late_initcall(prandom_reseed);
 304
 305#ifdef CONFIG_RANDOM32_SELFTEST
 306static struct prandom_test1 {
 307        u32 seed;
 308        u32 result;
 309} test1[] = {
 310        { 1U, 3484351685U },
 311        { 2U, 2623130059U },
 312        { 3U, 3125133893U },
 313        { 4U,  984847254U },
 314};
 315
 316static struct prandom_test2 {
 317        u32 seed;
 318        u32 iteration;
 319        u32 result;
 320} test2[] = {
 321        /* Test cases against taus113 from GSL library. */
 322        {  931557656U, 959U, 2975593782U },
 323        { 1339693295U, 876U, 3887776532U },
 324        { 1545556285U, 961U, 1615538833U },
 325        {  601730776U, 723U, 1776162651U },
 326        { 1027516047U, 687U,  511983079U },
 327        {  416526298U, 700U,  916156552U },
 328        { 1395522032U, 652U, 2222063676U },
 329        {  366221443U, 617U, 2992857763U },
 330        { 1539836965U, 714U, 3783265725U },
 331        {  556206671U, 994U,  799626459U },
 332        {  684907218U, 799U,  367789491U },
 333        { 2121230701U, 931U, 2115467001U },
 334        { 1668516451U, 644U, 3620590685U },
 335        {  768046066U, 883U, 2034077390U },
 336        { 1989159136U, 833U, 1195767305U },
 337        {  536585145U, 996U, 3577259204U },
 338        { 1008129373U, 642U, 1478080776U },
 339        { 1740775604U, 939U, 1264980372U },
 340        { 1967883163U, 508U,   10734624U },
 341        { 1923019697U, 730U, 3821419629U },
 342        {  442079932U, 560U, 3440032343U },
 343        { 1961302714U, 845U,  841962572U },
 344        { 2030205964U, 962U, 1325144227U },
 345        { 1160407529U, 507U,  240940858U },
 346        {  635482502U, 779U, 4200489746U },
 347        { 1252788931U, 699U,  867195434U },
 348        { 1961817131U, 719U,  668237657U },
 349        { 1071468216U, 983U,  917876630U },
 350        { 1281848367U, 932U, 1003100039U },
 351        {  582537119U, 780U, 1127273778U },
 352        { 1973672777U, 853U, 1071368872U },
 353        { 1896756996U, 762U, 1127851055U },
 354        {  847917054U, 500U, 1717499075U },
 355        { 1240520510U, 951U, 2849576657U },
 356        { 1685071682U, 567U, 1961810396U },
 357        { 1516232129U, 557U,    3173877U },
 358        { 1208118903U, 612U, 1613145022U },
 359        { 1817269927U, 693U, 4279122573U },
 360        { 1510091701U, 717U,  638191229U },
 361        {  365916850U, 807U,  600424314U },
 362        {  399324359U, 702U, 1803598116U },
 363        { 1318480274U, 779U, 2074237022U },
 364        {  697758115U, 840U, 1483639402U },
 365        { 1696507773U, 840U,  577415447U },
 366        { 2081979121U, 981U, 3041486449U },
 367        {  955646687U, 742U, 3846494357U },
 368        { 1250683506U, 749U,  836419859U },
 369        {  595003102U, 534U,  366794109U },
 370        {   47485338U, 558U, 3521120834U },
 371        {  619433479U, 610U, 3991783875U },
 372        {  704096520U, 518U, 4139493852U },
 373        { 1712224984U, 606U, 2393312003U },
 374        { 1318233152U, 922U, 3880361134U },
 375        {  855572992U, 761U, 1472974787U },
 376        {   64721421U, 703U,  683860550U },
 377        {  678931758U, 840U,  380616043U },
 378        {  692711973U, 778U, 1382361947U },
 379        {  677703619U, 530U, 2826914161U },
 380        {   92393223U, 586U, 1522128471U },
 381        { 1222592920U, 743U, 3466726667U },
 382        {  358288986U, 695U, 1091956998U },
 383        { 1935056945U, 958U,  514864477U },
 384        {  735675993U, 990U, 1294239989U },
 385        { 1560089402U, 897U, 2238551287U },
 386        {   70616361U, 829U,   22483098U },
 387        {  368234700U, 731U, 2913875084U },
 388        {   20221190U, 879U, 1564152970U },
 389        {  539444654U, 682U, 1835141259U },
 390        { 1314987297U, 840U, 1801114136U },
 391        { 2019295544U, 645U, 3286438930U },
 392        {  469023838U, 716U, 1637918202U },
 393        { 1843754496U, 653U, 2562092152U },
 394        {  400672036U, 809U, 4264212785U },
 395        {  404722249U, 965U, 2704116999U },
 396        {  600702209U, 758U,  584979986U },
 397        {  519953954U, 667U, 2574436237U },
 398        { 1658071126U, 694U, 2214569490U },
 399        {  420480037U, 749U, 3430010866U },
 400        {  690103647U, 969U, 3700758083U },
 401        { 1029424799U, 937U, 3787746841U },
 402        { 2012608669U, 506U, 3362628973U },
 403        { 1535432887U, 998U,   42610943U },
 404        { 1330635533U, 857U, 3040806504U },
 405        { 1223800550U, 539U, 3954229517U },
 406        { 1322411537U, 680U, 3223250324U },
 407        { 1877847898U, 945U, 2915147143U },
 408        { 1646356099U, 874U,  965988280U },
 409        {  805687536U, 744U, 4032277920U },
 410        { 1948093210U, 633U, 1346597684U },
 411        {  392609744U, 783U, 1636083295U },
 412        {  690241304U, 770U, 1201031298U },
 413        { 1360302965U, 696U, 1665394461U },
 414        { 1220090946U, 780U, 1316922812U },
 415        {  447092251U, 500U, 3438743375U },
 416        { 1613868791U, 592U,  828546883U },
 417        {  523430951U, 548U, 2552392304U },
 418        {  726692899U, 810U, 1656872867U },
 419        { 1364340021U, 836U, 3710513486U },
 420        { 1986257729U, 931U,  935013962U },
 421        {  407983964U, 921U,  728767059U },
 422};
 423
 424static void __init prandom_state_selftest(void)
 425{
 426        int i, j, errors = 0, runs = 0;
 427        bool error = false;
 428
 429        for (i = 0; i < ARRAY_SIZE(test1); i++) {
 430                struct rnd_state state;
 431
 432                prandom_seed_early(&state, test1[i].seed, false);
 433                prandom_warmup(&state);
 434
 435                if (test1[i].result != prandom_u32_state(&state))
 436                        error = true;
 437        }
 438
 439        if (error)
 440                pr_warn("prandom: seed boundary self test failed\n");
 441        else
 442                pr_info("prandom: seed boundary self test passed\n");
 443
 444        for (i = 0; i < ARRAY_SIZE(test2); i++) {
 445                struct rnd_state state;
 446
 447                prandom_seed_early(&state, test2[i].seed, false);
 448                prandom_warmup(&state);
 449
 450                for (j = 0; j < test2[i].iteration - 1; j++)
 451                        prandom_u32_state(&state);
 452
 453                if (test2[i].result != prandom_u32_state(&state))
 454                        errors++;
 455
 456                runs++;
 457                cond_resched();
 458        }
 459
 460        if (errors)
 461                pr_warn("prandom: %d/%d self tests failed\n", errors, runs);
 462        else
 463                pr_info("prandom: %d self tests passed\n", runs);
 464}
 465#endif
 466