// ################################################################################################# // # << NEORV32 - TRNG Demo Program >> # // # ********************************************************************************************* # // # BSD 3-Clause License # // # # // # Copyright (c) 2023, Stephan Nolting. All rights reserved. # // # # // # Redistribution and use in source and binary forms, with or without modification, are # // # permitted provided that the following conditions are met: # // # # // # 1. Redistributions of source code must retain the above copyright notice, this list of # // # conditions and the following disclaimer. # // # # // # 2. Redistributions in binary form must reproduce the above copyright notice, this list of # // # conditions and the following disclaimer in the documentation and/or other materials # // # provided with the distribution. # // # # // # 3. Neither the name of the copyright holder nor the names of its contributors may be used to # // # endorse or promote products derived from this software without specific prior written # // # permission. # // # # // # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS # // # OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF # // # MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE # // # COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, # // # EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE # // # GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED # // # AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING # // # NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED # // # OF THE POSSIBILITY OF SUCH DAMAGE. # // # ********************************************************************************************* # // # The NEORV32 Processor - https://github.com/stnolting/neorv32 (c) Stephan Nolting # // ################################################################################################# /**********************************************************************//** * @file demo_trng/main.c * @author Stephan Nolting * @brief True random number generator demo program. **************************************************************************/ #include /**********************************************************************//** * @name User configuration **************************************************************************/ /**@{*/ /** UART BAUD rate */ #define BAUD_RATE 19200 /**@}*/ // prototypes void print_random_data(void); void repetition_count_test(void); void adaptive_proportion_test(void); void generate_histogram(void); void compute_rate(void); /**********************************************************************//** * Simple true random number test/demo program. * * @note This program requires the UART and the TRNG to be synthesized. * * @return 0 if execution was successful **************************************************************************/ int main(void) { // check if UART unit is implemented at all if (neorv32_uart0_available() == 0) { return 1; } // capture all exceptions and give debug info via UART // this is not required, but keeps us safe neorv32_rte_setup(); // setup UART at default baud rate, no interrupts neorv32_uart0_setup(BAUD_RATE, 0); // intro neorv32_uart0_printf("\n<<< NEORV32 TRNG Demo >>>\n"); // check if TRNG unit is implemented at all if (neorv32_trng_available() == 0) { neorv32_uart0_printf("ERROR: no TRNG implemented!\n"); return 1; } // check if TRNG is using simulation mode if (neorv32_trng_check_sim_mode() != 0) { neorv32_uart0_printf("WARNING! TRNG uses simulation-only mode implementing a pseudo-RNG (LFSR)\n"); neorv32_uart0_printf(" instead of the physical entropy sources!\n"); } // enable TRNG neorv32_uart0_printf("\nTRNG FIFO depth: %i\n", neorv32_trng_get_fifo_depth()); neorv32_uart0_printf("Starting TRNG...\n"); neorv32_trng_enable(0); // no interrupts neorv32_cpu_delay_ms(100); // TRNG "warm up" while(1) { // main menu neorv32_uart0_printf("\nCommands:\n" " n: Print 8-bit random numbers (abort by pressing any key)\n" " h: Generate histogram and analyze data\n" " t: Compute average random generation rate\n" " 1: Run repetition count test (NIST SP 800-90B)\n" " 2: Run adaptive proportion test (NIST SP 800-90B)\n"); neorv32_uart0_printf("CMD:> "); char cmd = neorv32_uart0_getc(); neorv32_uart0_putc(cmd); // echo neorv32_uart0_printf("\n"); if (cmd == 'n') { print_random_data(); } else if (cmd == 't') { compute_rate(); } else if (cmd == 'h') { generate_histogram(); } else if (cmd == '1') { repetition_count_test(); } else if (cmd == '2') { adaptive_proportion_test(); } else { neorv32_uart0_printf("Invalid command.\n"); } } return 0; } /**********************************************************************//** * Print random numbers until a key is pressed. **************************************************************************/ void print_random_data(void) { uint32_t num_samples = 0; uint8_t trng_data; neorv32_trng_fifo_clear(); while(1) { if (neorv32_trng_get(&trng_data)) { continue; } neorv32_uart0_printf("%u ", (uint32_t)(trng_data)); num_samples++; if (neorv32_uart0_char_received()) { // abort when key pressed neorv32_uart0_char_received_get(); // discard received char break; } } neorv32_uart0_printf("\nPrinted samples: %u\n", num_samples); } /**********************************************************************//** * Run repetition count test (NIST SP 800-90B) **************************************************************************/ void repetition_count_test(void) { int fail = 0; uint8_t a, x; int b = 0; const int c = 10; // cutoff value neorv32_uart0_printf("\nRunning test... Press any key to stop.\n"); neorv32_uart0_printf("Cut-off value = %u\n", c); neorv32_trng_fifo_clear(); while (neorv32_trng_get(&a)); b = 1; while (1) { while (neorv32_trng_get(&x)); if (x == a) { b++; if (b >= c) { fail = 1; } } else { a = x; b = 1; } if (fail) { break; } if (neorv32_uart0_char_received()) { // abort when key pressed neorv32_uart0_char_received_get(); // discard received char break; } } if (fail) { neorv32_uart0_printf("Test failed!\n"); } else { neorv32_uart0_printf("Test ok!\n"); } } /**********************************************************************//** * Run adaptive proportion test (NIST SP 800-90B) **************************************************************************/ void adaptive_proportion_test(void) { int fail = 0; uint8_t a,x; int b = 0; const int c = 13; // cutoff value const int w = 512; // window size int i; neorv32_uart0_printf("\nRunning test... Press any key to stop.\n"); neorv32_uart0_printf("Cut-off value = %u, windows size = %u\n", c, w); neorv32_trng_fifo_clear(); while (1) { while (neorv32_trng_get(&a)); b = 1; for (i=1; i= c) { fail = 1; } } if (fail) { break; } if (neorv32_uart0_char_received()) { // abort when key pressed neorv32_uart0_char_received_get(); // discard received char break; } } if (fail) { neorv32_uart0_printf("Test failed!\n"); } else { neorv32_uart0_printf("Test ok!\n"); } } /**********************************************************************//** * Generate and print histogram. Samples random data until a key is pressed. **************************************************************************/ void generate_histogram(void) { const uint32_t n_samples = 4*1024*1024; uint32_t hist[256]; uint32_t i, cnt; uint8_t trng_data; uint64_t average = 0; neorv32_trng_fifo_clear(); neorv32_uart0_printf("Sampling... Press any key to stop.\n"); // clear histogram for (i=0; i<256; i++) { hist[i] = 0; } neorv32_trng_fifo_clear(); // sample random data cnt = 0; while (1) { // get raw TRNG data if (neorv32_trng_get(&trng_data)) { continue; } // add to histogram hist[trng_data & 0xff]++; cnt++; // average average += (uint64_t)trng_data; // max number of samples if (cnt >= n_samples) { break; } // user abort if (neorv32_uart0_char_received()) { neorv32_uart0_char_received_get(); // discard received char break; } } average = average / cnt; // analyze histogram data uint32_t occ_avg = cnt / 256; int32_t occ_avg_dev_tmp = 0; uint32_t occ_avg_dev = 0; uint32_t occ_tmp; uint32_t occ_max = 0; uint32_t bin_max = 0; uint32_t occ_min = -1; uint32_t bin_min = 0; for (i=0; i<256; i++) { occ_tmp = (int32_t)hist[i]; occ_avg_dev_tmp = (int32_t)occ_avg - (int32_t)occ_tmp; if (occ_avg_dev_tmp < 0) { occ_avg_dev_tmp = -occ_avg_dev_tmp; } occ_avg_dev += occ_avg_dev_tmp; if (occ_tmp < occ_min) { occ_min = occ_tmp; bin_min = i; } if (occ_tmp > occ_max) { occ_max = occ_tmp; bin_max = i; } } occ_avg_dev = occ_avg_dev / 256; // print histogram neorv32_uart0_printf("Histogram [random data value] : [# occurrences]\n"); for (i=0; i<256; i++) { neorv32_uart0_printf("%u: %u\n", (uint32_t)i, hist[i]); } neorv32_uart0_printf("\n"); // print results neorv32_uart0_printf("[NOTE] integer numbers only\n"); neorv32_uart0_printf("Number of samples: %u\n", cnt); neorv32_uart0_printf("Arithmetic mean: %u (optimum would be 127)\n", (uint32_t)average); neorv32_uart0_printf("\nHistogram occurrence\n"); neorv32_uart0_printf("Average: %u (optimum would be %u/256 = %u)\n", occ_avg, n_samples, n_samples/256); neorv32_uart0_printf("Min: %u = average - %u (deviation) at bin %u (optimum deviation would be 0)\n", occ_min, occ_avg - occ_min, bin_min); neorv32_uart0_printf("Max: %u = average + %u (deviation) at bin %u (optimum deviation would be 0)\n", occ_max, occ_max - occ_avg, bin_max); neorv32_uart0_printf("Average dev.: +/- %u (optimum would be 0)\n", occ_avg_dev); } /**********************************************************************//** * Compute average random generation rate **************************************************************************/ void compute_rate(void) { const uint32_t n_samples = 16*1024; uint32_t i; uint32_t tmp; uint32_t cycles = neorv32_cpu_csr_read(CSR_CYCLE); i = 0; while (iCTRL; if (tmp & (1<CLK / cycles_per_rnd; neorv32_uart0_printf("\nAverage random generation rate\n"); neorv32_uart0_printf("Cycles per random byte: ~%u\n", cycles_per_rnd); neorv32_uart0_printf("Throughput (bytes/s): ~%u\n", rnd_per_sec); }