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v3.15
  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
 34#include <linux/types.h>
 35#include <linux/percpu.h>
 36#include <linux/export.h>
 37#include <linux/jiffies.h>
 38#include <linux/random.h>
 39#include <linux/sched.h>
 40
 41#ifdef CONFIG_RANDOM32_SELFTEST
 42static void __init prandom_state_selftest(void);
 43#endif
 44
 45static DEFINE_PER_CPU(struct rnd_state, net_rand_state);
 46
 47/**
 48 *	prandom_u32_state - seeded pseudo-random number generator.
 49 *	@state: pointer to state structure holding seeded state.
 50 *
 51 *	This is used for pseudo-randomness with no outside seeding.
 52 *	For more random results, use prandom_u32().
 53 */
 54u32 prandom_u32_state(struct rnd_state *state)
 55{
 56#define TAUSWORTHE(s,a,b,c,d) ((s&c)<<d) ^ (((s <<a) ^ s)>>b)
 57
 58	state->s1 = TAUSWORTHE(state->s1,  6U, 13U, 4294967294U, 18U);
 59	state->s2 = TAUSWORTHE(state->s2,  2U, 27U, 4294967288U,  2U);
 60	state->s3 = TAUSWORTHE(state->s3, 13U, 21U, 4294967280U,  7U);
 61	state->s4 = TAUSWORTHE(state->s4,  3U, 12U, 4294967168U, 13U);
 62
 63	return (state->s1 ^ state->s2 ^ state->s3 ^ state->s4);
 64}
 65EXPORT_SYMBOL(prandom_u32_state);
 66
 67/**
 68 *	prandom_u32 - pseudo random number generator
 69 *
 70 *	A 32 bit pseudo-random number is generated using a fast
 71 *	algorithm suitable for simulation. This algorithm is NOT
 72 *	considered safe for cryptographic use.
 73 */
 74u32 prandom_u32(void)
 75{
 
 76	struct rnd_state *state = &get_cpu_var(net_rand_state);
 77	u32 res;
 78
 79	res = prandom_u32_state(state);
 80	put_cpu_var(state);
 81
 82	return res;
 83}
 84EXPORT_SYMBOL(prandom_u32);
 85
 86/**
 87 *	prandom_bytes_state - get the requested number of pseudo-random bytes
 88 *
 89 *	@state: pointer to state structure holding seeded state.
 90 *	@buf: where to copy the pseudo-random bytes to
 91 *	@bytes: the requested number of bytes
 92 *
 93 *	This is used for pseudo-randomness with no outside seeding.
 94 *	For more random results, use prandom_bytes().
 95 */
 96void prandom_bytes_state(struct rnd_state *state, void *buf, int bytes)
 97{
 98	unsigned char *p = buf;
 99	int i;
100
101	for (i = 0; i < round_down(bytes, sizeof(u32)); i += sizeof(u32)) {
102		u32 random = prandom_u32_state(state);
103		int j;
104
105		for (j = 0; j < sizeof(u32); j++) {
106			p[i + j] = random;
107			random >>= BITS_PER_BYTE;
108		}
109	}
110	if (i < bytes) {
111		u32 random = prandom_u32_state(state);
112
113		for (; i < bytes; i++) {
114			p[i] = random;
115			random >>= BITS_PER_BYTE;
116		}
117	}
118}
119EXPORT_SYMBOL(prandom_bytes_state);
120
121/**
122 *	prandom_bytes - get the requested number of pseudo-random bytes
123 *	@buf: where to copy the pseudo-random bytes to
124 *	@bytes: the requested number of bytes
125 */
126void prandom_bytes(void *buf, int bytes)
127{
128	struct rnd_state *state = &get_cpu_var(net_rand_state);
129
130	prandom_bytes_state(state, buf, bytes);
131	put_cpu_var(state);
132}
133EXPORT_SYMBOL(prandom_bytes);
134
135static void prandom_warmup(struct rnd_state *state)
136{
137	/* Calling RNG ten times to satify recurrence condition */
138	prandom_u32_state(state);
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}
149
150static void prandom_seed_very_weak(struct rnd_state *state, u32 seed)
151{
152	/* Note: This sort of seeding is ONLY used in test cases and
153	 * during boot at the time from core_initcall until late_initcall
154	 * as we don't have a stronger entropy source available yet.
155	 * After late_initcall, we reseed entire state, we have to (!),
156	 * otherwise an attacker just needs to search 32 bit space to
157	 * probe for our internal 128 bit state if he knows a couple
158	 * of prandom32 outputs!
159	 */
160#define LCG(x)	((x) * 69069U)	/* super-duper LCG */
161	state->s1 = __seed(LCG(seed),        2U);
162	state->s2 = __seed(LCG(state->s1),   8U);
163	state->s3 = __seed(LCG(state->s2),  16U);
164	state->s4 = __seed(LCG(state->s3), 128U);
165}
 
166
167/**
168 *	prandom_seed - add entropy to pseudo random number generator
169 *	@seed: seed value
170 *
171 *	Add some additional seeding to the prandom pool.
172 */
173void prandom_seed(u32 entropy)
174{
175	int i;
176	/*
177	 * No locking on the CPUs, but then somewhat random results are, well,
178	 * expected.
179	 */
180	for_each_possible_cpu (i) {
181		struct rnd_state *state = &per_cpu(net_rand_state, i);
182
183		state->s1 = __seed(state->s1 ^ entropy, 2U);
184		prandom_warmup(state);
185	}
186}
187EXPORT_SYMBOL(prandom_seed);
188
189/*
190 *	Generate some initially weak seeding values to allow
191 *	to start the prandom_u32() engine.
192 */
193static int __init prandom_init(void)
194{
195	int i;
196
197#ifdef CONFIG_RANDOM32_SELFTEST
198	prandom_state_selftest();
199#endif
200
201	for_each_possible_cpu(i) {
202		struct rnd_state *state = &per_cpu(net_rand_state,i);
203
204		prandom_seed_very_weak(state, (i + jiffies) ^ random_get_entropy());
205		prandom_warmup(state);
 
 
 
 
 
 
 
 
 
 
206	}
207
208	return 0;
209}
210core_initcall(prandom_init);
211
212static void __prandom_timer(unsigned long dontcare);
213static DEFINE_TIMER(seed_timer, __prandom_timer, 0, 0);
214
215static void __prandom_timer(unsigned long dontcare)
216{
217	u32 entropy;
218	unsigned long expires;
219
220	get_random_bytes(&entropy, sizeof(entropy));
221	prandom_seed(entropy);
222
223	/* reseed every ~60 seconds, in [40 .. 80) interval with slack */
224	expires = 40 + (prandom_u32() % 40);
225	seed_timer.expires = jiffies + msecs_to_jiffies(expires * MSEC_PER_SEC);
226
227	add_timer(&seed_timer);
228}
229
230static void __init __prandom_start_seed_timer(void)
231{
232	set_timer_slack(&seed_timer, HZ);
233	seed_timer.expires = jiffies + msecs_to_jiffies(40 * MSEC_PER_SEC);
234	add_timer(&seed_timer);
235}
236
237/*
238 *	Generate better values after random number generator
239 *	is fully initialized.
240 */
241static void __prandom_reseed(bool late)
242{
243	int i;
244	unsigned long flags;
245	static bool latch = false;
246	static DEFINE_SPINLOCK(lock);
247
248	/* Asking for random bytes might result in bytes getting
249	 * moved into the nonblocking pool and thus marking it
250	 * as initialized. In this case we would double back into
251	 * this function and attempt to do a late reseed.
252	 * Ignore the pointless attempt to reseed again if we're
253	 * already waiting for bytes when the nonblocking pool
254	 * got initialized.
255	 */
256
257	/* only allow initial seeding (late == false) once */
258	if (!spin_trylock_irqsave(&lock, flags))
259		return;
260
261	if (latch && !late)
262		goto out;
263
264	latch = true;
265
266	for_each_possible_cpu(i) {
267		struct rnd_state *state = &per_cpu(net_rand_state,i);
268		u32 seeds[4];
269
270		get_random_bytes(&seeds, sizeof(seeds));
271		state->s1 = __seed(seeds[0],   2U);
272		state->s2 = __seed(seeds[1],   8U);
273		state->s3 = __seed(seeds[2],  16U);
274		state->s4 = __seed(seeds[3], 128U);
275
276		prandom_warmup(state);
 
277	}
278out:
279	spin_unlock_irqrestore(&lock, flags);
280}
281
282void prandom_reseed_late(void)
283{
284	__prandom_reseed(true);
285}
286
287static int __init prandom_reseed(void)
288{
289	__prandom_reseed(false);
290	__prandom_start_seed_timer();
291	return 0;
292}
293late_initcall(prandom_reseed);
294
295#ifdef CONFIG_RANDOM32_SELFTEST
296static struct prandom_test1 {
297	u32 seed;
298	u32 result;
299} test1[] = {
300	{ 1U, 3484351685U },
301	{ 2U, 2623130059U },
302	{ 3U, 3125133893U },
303	{ 4U,  984847254U },
304};
305
306static struct prandom_test2 {
307	u32 seed;
308	u32 iteration;
309	u32 result;
310} test2[] = {
311	/* Test cases against taus113 from GSL library. */
312	{  931557656U, 959U, 2975593782U },
313	{ 1339693295U, 876U, 3887776532U },
314	{ 1545556285U, 961U, 1615538833U },
315	{  601730776U, 723U, 1776162651U },
316	{ 1027516047U, 687U,  511983079U },
317	{  416526298U, 700U,  916156552U },
318	{ 1395522032U, 652U, 2222063676U },
319	{  366221443U, 617U, 2992857763U },
320	{ 1539836965U, 714U, 3783265725U },
321	{  556206671U, 994U,  799626459U },
322	{  684907218U, 799U,  367789491U },
323	{ 2121230701U, 931U, 2115467001U },
324	{ 1668516451U, 644U, 3620590685U },
325	{  768046066U, 883U, 2034077390U },
326	{ 1989159136U, 833U, 1195767305U },
327	{  536585145U, 996U, 3577259204U },
328	{ 1008129373U, 642U, 1478080776U },
329	{ 1740775604U, 939U, 1264980372U },
330	{ 1967883163U, 508U,   10734624U },
331	{ 1923019697U, 730U, 3821419629U },
332	{  442079932U, 560U, 3440032343U },
333	{ 1961302714U, 845U,  841962572U },
334	{ 2030205964U, 962U, 1325144227U },
335	{ 1160407529U, 507U,  240940858U },
336	{  635482502U, 779U, 4200489746U },
337	{ 1252788931U, 699U,  867195434U },
338	{ 1961817131U, 719U,  668237657U },
339	{ 1071468216U, 983U,  917876630U },
340	{ 1281848367U, 932U, 1003100039U },
341	{  582537119U, 780U, 1127273778U },
342	{ 1973672777U, 853U, 1071368872U },
343	{ 1896756996U, 762U, 1127851055U },
344	{  847917054U, 500U, 1717499075U },
345	{ 1240520510U, 951U, 2849576657U },
346	{ 1685071682U, 567U, 1961810396U },
347	{ 1516232129U, 557U,    3173877U },
348	{ 1208118903U, 612U, 1613145022U },
349	{ 1817269927U, 693U, 4279122573U },
350	{ 1510091701U, 717U,  638191229U },
351	{  365916850U, 807U,  600424314U },
352	{  399324359U, 702U, 1803598116U },
353	{ 1318480274U, 779U, 2074237022U },
354	{  697758115U, 840U, 1483639402U },
355	{ 1696507773U, 840U,  577415447U },
356	{ 2081979121U, 981U, 3041486449U },
357	{  955646687U, 742U, 3846494357U },
358	{ 1250683506U, 749U,  836419859U },
359	{  595003102U, 534U,  366794109U },
360	{   47485338U, 558U, 3521120834U },
361	{  619433479U, 610U, 3991783875U },
362	{  704096520U, 518U, 4139493852U },
363	{ 1712224984U, 606U, 2393312003U },
364	{ 1318233152U, 922U, 3880361134U },
365	{  855572992U, 761U, 1472974787U },
366	{   64721421U, 703U,  683860550U },
367	{  678931758U, 840U,  380616043U },
368	{  692711973U, 778U, 1382361947U },
369	{  677703619U, 530U, 2826914161U },
370	{   92393223U, 586U, 1522128471U },
371	{ 1222592920U, 743U, 3466726667U },
372	{  358288986U, 695U, 1091956998U },
373	{ 1935056945U, 958U,  514864477U },
374	{  735675993U, 990U, 1294239989U },
375	{ 1560089402U, 897U, 2238551287U },
376	{   70616361U, 829U,   22483098U },
377	{  368234700U, 731U, 2913875084U },
378	{   20221190U, 879U, 1564152970U },
379	{  539444654U, 682U, 1835141259U },
380	{ 1314987297U, 840U, 1801114136U },
381	{ 2019295544U, 645U, 3286438930U },
382	{  469023838U, 716U, 1637918202U },
383	{ 1843754496U, 653U, 2562092152U },
384	{  400672036U, 809U, 4264212785U },
385	{  404722249U, 965U, 2704116999U },
386	{  600702209U, 758U,  584979986U },
387	{  519953954U, 667U, 2574436237U },
388	{ 1658071126U, 694U, 2214569490U },
389	{  420480037U, 749U, 3430010866U },
390	{  690103647U, 969U, 3700758083U },
391	{ 1029424799U, 937U, 3787746841U },
392	{ 2012608669U, 506U, 3362628973U },
393	{ 1535432887U, 998U,   42610943U },
394	{ 1330635533U, 857U, 3040806504U },
395	{ 1223800550U, 539U, 3954229517U },
396	{ 1322411537U, 680U, 3223250324U },
397	{ 1877847898U, 945U, 2915147143U },
398	{ 1646356099U, 874U,  965988280U },
399	{  805687536U, 744U, 4032277920U },
400	{ 1948093210U, 633U, 1346597684U },
401	{  392609744U, 783U, 1636083295U },
402	{  690241304U, 770U, 1201031298U },
403	{ 1360302965U, 696U, 1665394461U },
404	{ 1220090946U, 780U, 1316922812U },
405	{  447092251U, 500U, 3438743375U },
406	{ 1613868791U, 592U,  828546883U },
407	{  523430951U, 548U, 2552392304U },
408	{  726692899U, 810U, 1656872867U },
409	{ 1364340021U, 836U, 3710513486U },
410	{ 1986257729U, 931U,  935013962U },
411	{  407983964U, 921U,  728767059U },
412};
413
414static void __init prandom_state_selftest(void)
415{
416	int i, j, errors = 0, runs = 0;
417	bool error = false;
418
419	for (i = 0; i < ARRAY_SIZE(test1); i++) {
420		struct rnd_state state;
421
422		prandom_seed_very_weak(&state, test1[i].seed);
423		prandom_warmup(&state);
424
425		if (test1[i].result != prandom_u32_state(&state))
426			error = true;
427	}
428
429	if (error)
430		pr_warn("prandom: seed boundary self test failed\n");
431	else
432		pr_info("prandom: seed boundary self test passed\n");
433
434	for (i = 0; i < ARRAY_SIZE(test2); i++) {
435		struct rnd_state state;
436
437		prandom_seed_very_weak(&state, test2[i].seed);
438		prandom_warmup(&state);
439
440		for (j = 0; j < test2[i].iteration - 1; j++)
441			prandom_u32_state(&state);
442
443		if (test2[i].result != prandom_u32_state(&state))
444			errors++;
445
446		runs++;
447		cond_resched();
448	}
449
450	if (errors)
451		pr_warn("prandom: %d/%d self tests failed\n", errors, runs);
452	else
453		pr_info("prandom: %d self tests passed\n", runs);
454}
455#endif
v3.1
  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   x_n = (s1_n ^ s2_n ^ s3_n)
  6
  7   s1_{n+1} = (((s1_n & 4294967294) <<12) ^ (((s1_n <<13) ^ s1_n) >>19))
  8   s2_{n+1} = (((s2_n & 4294967288) << 4) ^ (((s2_n << 2) ^ s2_n) >>25))
  9   s3_{n+1} = (((s3_n & 4294967280) <<17) ^ (((s3_n << 3) ^ s3_n) >>11))
 10
 11   The period of this generator is about 2^88.
 12
 13   From: P. L'Ecuyer, "Maximally Equidistributed Combined Tausworthe
 14   Generators", Mathematics of Computation, 65, 213 (1996), 203--213.
 15
 16   This is available on the net from L'Ecuyer's home page,
 17
 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
 22   Equidistributed Combined LFSR Generators", Mathematics of
 23   Computation, 68, 225 (1999), 261--269:
 24   http://www.iro.umontreal.ca/~lecuyer/myftp/papers/tausme2.ps
 25
 26        ... the k_j most significant bits of z_j must be non-
 27        zero, for each j. (Note: this restriction also applies to the
 28        computer code given in [4], but was mistakenly not mentioned in
 29        that paper.)
 30
 31   This affects the seeding procedure by imposing the requirement
 32   s1 > 1, s2 > 7, s3 > 15.
 33
 34*/
 35
 36#include <linux/types.h>
 37#include <linux/percpu.h>
 38#include <linux/module.h>
 39#include <linux/jiffies.h>
 40#include <linux/random.h>
 
 
 
 
 
 41
 42static DEFINE_PER_CPU(struct rnd_state, net_rand_state);
 43
 44/**
 45 *	prandom32 - seeded pseudo-random number generator.
 46 *	@state: pointer to state structure holding seeded state.
 47 *
 48 *	This is used for pseudo-randomness with no outside seeding.
 49 *	For more random results, use random32().
 50 */
 51u32 prandom32(struct rnd_state *state)
 52{
 53#define TAUSWORTHE(s,a,b,c,d) ((s&c)<<d) ^ (((s <<a) ^ s)>>b)
 54
 55	state->s1 = TAUSWORTHE(state->s1, 13, 19, 4294967294UL, 12);
 56	state->s2 = TAUSWORTHE(state->s2, 2, 25, 4294967288UL, 4);
 57	state->s3 = TAUSWORTHE(state->s3, 3, 11, 4294967280UL, 17);
 
 58
 59	return (state->s1 ^ state->s2 ^ state->s3);
 60}
 61EXPORT_SYMBOL(prandom32);
 62
 63/**
 64 *	random32 - pseudo random number generator
 65 *
 66 *	A 32 bit pseudo-random number is generated using a fast
 67 *	algorithm suitable for simulation. This algorithm is NOT
 68 *	considered safe for cryptographic use.
 69 */
 70u32 random32(void)
 71{
 72	unsigned long r;
 73	struct rnd_state *state = &get_cpu_var(net_rand_state);
 74	r = prandom32(state);
 
 
 75	put_cpu_var(state);
 76	return r;
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 77}
 78EXPORT_SYMBOL(random32);
 79
 80/**
 81 *	srandom32 - add entropy to pseudo random number generator
 82 *	@seed: seed value
 83 *
 84 *	Add some additional seeding to the random32() pool.
 85 */
 86void srandom32(u32 entropy)
 87{
 88	int i;
 89	/*
 90	 * No locking on the CPUs, but then somewhat random results are, well,
 91	 * expected.
 92	 */
 93	for_each_possible_cpu (i) {
 94		struct rnd_state *state = &per_cpu(net_rand_state, i);
 95		state->s1 = __seed(state->s1 ^ entropy, 1);
 
 
 96	}
 97}
 98EXPORT_SYMBOL(srandom32);
 99
100/*
101 *	Generate some initially weak seeding values to allow
102 *	to start the random32() engine.
103 */
104static int __init random32_init(void)
105{
106	int i;
107
 
 
 
 
108	for_each_possible_cpu(i) {
109		struct rnd_state *state = &per_cpu(net_rand_state,i);
110
111#define LCG(x)	((x) * 69069)	/* super-duper LCG */
112		state->s1 = __seed(LCG(i + jiffies), 1);
113		state->s2 = __seed(LCG(state->s1), 7);
114		state->s3 = __seed(LCG(state->s2), 15);
115
116		/* "warm it up" */
117		prandom32(state);
118		prandom32(state);
119		prandom32(state);
120		prandom32(state);
121		prandom32(state);
122		prandom32(state);
123	}
 
124	return 0;
125}
126core_initcall(random32_init);
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
127
128/*
129 *	Generate better values after random number generator
130 *	is fully initialized.
131 */
132static int __init random32_reseed(void)
133{
134	int i;
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
135
136	for_each_possible_cpu(i) {
137		struct rnd_state *state = &per_cpu(net_rand_state,i);
138		u32 seeds[3];
139
140		get_random_bytes(&seeds, sizeof(seeds));
141		state->s1 = __seed(seeds[0], 1);
142		state->s2 = __seed(seeds[1], 7);
143		state->s3 = __seed(seeds[2], 15);
 
144
145		/* mix it in */
146		prandom32(state);
147	}
 
 
 
 
 
 
 
 
 
 
 
 
 
148	return 0;
149}
150late_initcall(random32_reseed);