raspberrypi: implement os.urandom
Since the datasheet cast some doubt on the strength of the "rosc_hw->randombit", I use the SHA256 hash function to create a high quality random seed from random values of uncertain entropy, as well as to generate a sequence of random values from that seed using SHA256 as a cryptographically-secure random number generator. In practice, it produces over 100kB/s of random data which does not have any gross problems according to _PractRand_.
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@ -14,6 +14,7 @@
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/*************************** HEADER FILES ***************************/
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#include <stdlib.h>
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#include <string.h>
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#include "sha256.h"
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/****************************** MACROS ******************************/
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@ -199,6 +199,7 @@ SRC_C += \
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audio_dma.c \
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background.c \
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peripherals/pins.c \
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extmod/crypto-algorithms/sha256.c \
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fatfs_port.c \
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lib/libc/string0.c \
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lib/mp-readline/readline.c \
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@ -30,6 +30,11 @@
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#include "py/objtuple.h"
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#include "py/qstr.h"
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#include "extmod/crypto-algorithms/sha256.h"
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#include "hardware/structs/rosc.h"
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#include <string.h>
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STATIC const qstr os_uname_info_fields[] = {
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MP_QSTR_sysname, MP_QSTR_nodename,
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@ -57,6 +62,64 @@ mp_obj_t common_hal_os_uname(void) {
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return (mp_obj_t)&os_uname_info_obj;
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}
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bool common_hal_os_urandom(uint8_t* buffer, uint32_t length) {
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return false;
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// NIST Special Publication 800-90B (draft) recommends several extractors,
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// including the SHA hash family and states that if the amount of entropy input
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// is twice the number of bits output from them, that output can be considered
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// essentially fully random. If every RANDOM_SAFETY_MARGIN bits from
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// `rosc_hw->randombit` have at least 1 bit of entropy, then this criterion is met.
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//
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// This works by seeding the `random_state` with plenty of random bits (SHA256
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// as entropy harvesting function), then using that state it as a counter input
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// (SHA256 as a CSPRNG), re-seeding at least every 256 blocks (8kB).
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//
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// In practice, `PractRand` doesn't detect any gross problems with the output
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// random numbers on samples of 1 to 8 megabytes, no matter the setting of
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// RANDOM_SAFETY_MARGIN. (it does detect "unusual" results from time to time,
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// as it will with any RNG)
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#define RANDOM_SAFETY_MARGIN (4)
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static BYTE random_state[SHA256_BLOCK_SIZE];
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static void seed_random_bits(BYTE out[SHA256_BLOCK_SIZE]) {
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CRYAL_SHA256_CTX context;
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sha256_init(&context);
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for (int i=0; i<2*RANDOM_SAFETY_MARGIN; i++) {
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for(int j=0; j<SHA256_BLOCK_SIZE; j++) {
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out[j] = rosc_hw->randombit & 1;
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for(int k=0; k<8; k++) {
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out[j] = (out[j] << 1) ^ (rosc_hw->randombit & 1);
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}
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}
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sha256_update(&context, out, SHA256_BLOCK_SIZE);
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}
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sha256_final(&context, out);
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}
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static void get_random_bits(BYTE out[SHA256_BLOCK_SIZE]) {
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if (!random_state[0]++) {
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seed_random_bits(random_state);
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}
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CRYAL_SHA256_CTX context;
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sha256_init(&context);
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sha256_update(&context, random_state, SHA256_BLOCK_SIZE);
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sha256_final(&context, out);
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}
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bool common_hal_os_urandom(uint8_t* buffer, uint32_t length) {
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#define ROSC_POWER_SAVE (1) // assume ROSC is not necessarily active all the time
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#if ROSC_POWER_SAVE
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uint32_t old_rosc_ctrl = rosc_hw->ctrl;
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rosc_hw->ctrl = (old_rosc_ctrl & ~ROSC_CTRL_ENABLE_BITS) | (ROSC_CTRL_ENABLE_VALUE_ENABLE << 12);
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#endif
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while (length) {
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size_t n = MIN(length, SHA256_BLOCK_SIZE);
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BYTE sha_buf[SHA256_BLOCK_SIZE];
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get_random_bits(sha_buf);
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memcpy(buffer, sha_buf, n);
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buffer += n;
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length -= n;
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}
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#if ROSC_POWER_SAVE
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rosc_hw->ctrl = old_rosc_ctrl;
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#endif
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return true;
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}
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