diff options
author | Luca Deri <deri@ntop.org> | 2021-03-14 21:46:23 +0100 |
---|---|---|
committer | Luca Deri <deri@ntop.org> | 2021-03-14 21:46:23 +0100 |
commit | 3b02cfab69e32f432dac4c45da9493477d7238df (patch) | |
tree | b9e414a942d778ff34dd7bf955dd79b2ebb904a5 /example/ndpiReader.c | |
parent | 565a7bfce3902f83acf1c9f2a19f7931534a31e2 (diff) |
Added flows risks report
Diffstat (limited to 'example/ndpiReader.c')
-rw-r--r-- | example/ndpiReader.c | 148 |
1 files changed, 97 insertions, 51 deletions
diff --git a/example/ndpiReader.c b/example/ndpiReader.c index eef895ec2..ea8ab23c5 100644 --- a/example/ndpiReader.c +++ b/example/ndpiReader.c @@ -83,6 +83,7 @@ char *_debug_protocols = NULL; u_int8_t human_readeable_string_len = 5; u_int8_t max_num_udp_dissected_pkts = 24 /* 8 is enough for most protocols, Signal and SnapchatCall require more */, max_num_tcp_dissected_pkts = 80 /* due to telnet */; static u_int32_t pcap_analysis_duration = (u_int32_t)-1; +static u_int32_t risk_stats[NDPI_MAX_RISK] = { 0 }, risks_found = 0; static u_int16_t decode_tunnels = 0; static u_int16_t num_loops = 1; static u_int8_t shutdown_app = 0, quiet_mode = 0; @@ -971,7 +972,7 @@ static void parseOptions(int argc, char **argv) { case 'z': enable_ja3_plus = 1; break; - + default: help(0); break; @@ -2237,6 +2238,53 @@ void printPortStats(struct port_stats *stats) { /* *********************************************** */ +static void node_flow_risk_walker(const void *node, ndpi_VISIT which, int depth, void *user_data) { + struct ndpi_flow_info *f = *(struct ndpi_flow_info**)node; + + if(f->risk) { + u_int j; + + for(j = 0; j < NDPI_MAX_RISK; j++) { + ndpi_risk_enum r = (ndpi_risk_enum)j; + + if(NDPI_ISSET_BIT(f->risk, r)) + risks_found++, risk_stats[r]++; + } + } +} + +/* *********************************************** */ + +static void printRiskStats() { + if(!quiet_mode) { + u_int thread_id, i; + + for(thread_id = 0; thread_id < num_threads; thread_id++) { + for(i=0; i<NUM_ROOTS; i++) + ndpi_twalk(ndpi_thread_info[thread_id].workflow->ndpi_flows_root[i], + node_flow_risk_walker, &thread_id); + } + + if(risks_found) { + printf("\nRisk statistics:\n"); + + for(i = 0; i < NDPI_MAX_RISK; i++) { + ndpi_risk_enum r = (ndpi_risk_enum)i; + + if(risk_stats[r] != 0) + printf("\t%-40s %5u [%4.01f %%]\n", ndpi_risk2str(r), risk_stats[r], + (float)(risk_stats[r]*100)/(float)risks_found); + } + + printf("\n\tNOTE: as one flow can have multiple risks set, the sum of\n" + "\t flows with risks can exceed the number of observed flows\n"); + printf("\n\n"); + } + } +} + +/* *********************************************** */ + static void printFlowsStats() { int thread_id; u_int32_t total_flows = 0; @@ -2410,7 +2458,6 @@ static void printFlowsStats() { HASH_ADD_INT(hostByJA3Found->ipToDNS_ht, ip, newInnerElement); } } - } } @@ -2763,7 +2810,6 @@ static void printFlowsStats() { for(i=0; i<num_flows; i++) printFlow(i+1, all_flows[i].flow, all_flows[i].thread_id); - } else if(csv_fp != NULL) { int i; @@ -2949,6 +2995,7 @@ static void printResults(u_int64_t processing_time_usec, u_int64_t setup_time_us // printf("\n\nTotal Flow Traffic: %llu (diff: %llu)\n", total_flow_bytes, cumulative_stats.total_ip_bytes-total_flow_bytes); + printRiskStats(); printFlowsStats(); if(verbose == 3) { @@ -3540,7 +3587,7 @@ static void dgaUnitTest() { /* printf("Checking non DGA %s\n", non_dga[i]); */ assert(ndpi_check_dga_name(ndpi_str, NULL, (char*)non_dga[i], 1) == 0); } - + ndpi_exit_detection_module(ndpi_str); } @@ -3761,9 +3808,9 @@ void rsiUnitTest() { }; u_int i, n = sizeof(v) / sizeof(unsigned int); u_int debug = 0; - + assert(ndpi_alloc_rsi(&s, 8) == 0); - + for(i=0; i<n; i++) { float rsi = ndpi_rsi_add_value(&s, v[i]); @@ -3771,7 +3818,7 @@ void rsiUnitTest() { if(debug) printf("%2d) RSI = %f\n", i, rsi); } - + ndpi_free_rsi(&s); } @@ -3781,7 +3828,7 @@ void hashUnitTest() { ndpi_str_hash *h = ndpi_hash_alloc(16384); char* dict[] = { "hello", "world", NULL }; int i; - + assert(h); for(i=0; dict[i] != NULL; i++) { @@ -3790,7 +3837,7 @@ void hashUnitTest() { assert(ndpi_hash_add_entry(h, dict[i], l, i) == 0); assert(ndpi_hash_find_entry(h, dict[i], l, &v) == 0); } - + ndpi_hash_free(h); } @@ -3802,18 +3849,18 @@ void hwUnitTest() { u_int i, j, num = sizeof(v) / sizeof(double); u_int num_learning_points = 2; u_int8_t trace = 0; - + for(j=0; j<2; j++) { assert(ndpi_hw_init(&hw, num_learning_points, j /* 0=multiplicative, 1=additive */, 0.9, 0.9, 0.1, 0.05) == 0); if(trace) printf("\nHolt-Winters %s method\n", (j == 0) ? "multiplicative" : "additive"); - + for(i=0; i<num; i++) { double prediction, confidence_band; double lower, upper; int rc = ndpi_hw_add_value(&hw, v[i], &prediction, &confidence_band); - + lower = prediction - confidence_band, upper = prediction + confidence_band; if(trace) @@ -3821,7 +3868,7 @@ void hwUnitTest() { ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY", confidence_band); } - + ndpi_hw_free(&hw); } } @@ -3865,24 +3912,24 @@ void hwUnitTest2() { u_int i, num = sizeof(v) / sizeof(double); float alpha = 0.9, beta = 0.5, gamma = 1; FILE *fd = fopen("/tmp/result.csv", "w"); - + assert(ndpi_hw_init(&hw, num_learning_points, 0 /* 0=multiplicative, 1=additive */, alpha, beta, gamma, 0.05) == 0); - + if(trace) { printf("\nHolt-Winters [alpha: %.1f][beta: %.1f][gamma: %.1f]\n", alpha, beta, gamma); if(fd) fprintf(fd, "index;value;prediction;lower;upper;anomaly\n"); } - + for(i=0; i<num; i++) { double prediction, confidence_band; double lower, upper; int rc = ndpi_hw_add_value(&hw, v[i], &prediction, &confidence_band); - + lower = prediction - confidence_band, upper = prediction + confidence_band; - + if(trace) { printf("%2u)\t%12.3f\t%.3f\t%12.3f\t%12.3f\t %s [%.3f]\n", i, v[i], prediction, lower, upper, ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY", @@ -3891,12 +3938,12 @@ void hwUnitTest2() { if(fd) fprintf(fd, "%u;%.0f;%.0f;%.0f;%.0f;%s\n", i, v[i], prediction, lower, upper, - ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY"); + ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY"); } } if(fd) fclose(fd); - + ndpi_hw_free(&hw); //exit(0); @@ -3941,23 +3988,23 @@ void sesUnitTest() { u_int i, num = sizeof(v) / sizeof(double); float alpha = 0.9; FILE *fd = fopen("/tmp/ses_result.csv", "w"); - + assert(ndpi_ses_init(&ses, alpha, 0.05) == 0); - + if(trace) { printf("\nSingle Exponential Smoothing [alpha: %.1f]\n", alpha); if(fd) fprintf(fd, "index;value;prediction;lower;upper;anomaly\n"); } - + for(i=0; i<num; i++) { double prediction, confidence_band; double lower, upper; int rc = ndpi_ses_add_value(&ses, v[i], &prediction, &confidence_band); - + lower = prediction - confidence_band, upper = prediction + confidence_band; - + if(trace) { printf("%2u)\t%12.3f\t%.3f\t%12.3f\t%12.3f\t %s [%.3f]\n", i, v[i], prediction, lower, upper, ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY", @@ -3966,7 +4013,7 @@ void sesUnitTest() { if(fd) fprintf(fd, "%u;%.0f;%.0f;%.0f;%.0f;%s\n", i, v[i], prediction, lower, upper, - ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY"); + ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY"); } } @@ -4012,23 +4059,23 @@ void desUnitTest() { u_int i, num = sizeof(v) / sizeof(double); float alpha = 0.9, beta = 0.5; FILE *fd = fopen("/tmp/des_result.csv", "w"); - + assert(ndpi_des_init(&des, alpha, beta, 0.05) == 0); - + if(trace) { printf("\nDouble Exponential Smoothing [alpha: %.1f][beta: %.1f]\n", alpha, beta); if(fd) fprintf(fd, "index;value;prediction;lower;upper;anomaly\n"); } - + for(i=0; i<num; i++) { double prediction, confidence_band; double lower, upper; int rc = ndpi_des_add_value(&des, v[i], &prediction, &confidence_band); - + lower = prediction - confidence_band, upper = prediction + confidence_band; - + if(trace) { printf("%2u)\t%12.3f\t%.3f\t%12.3f\t%12.3f\t %s [%.3f]\n", i, v[i], prediction, lower, upper, ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY", @@ -4037,7 +4084,7 @@ void desUnitTest() { if(fd) fprintf(fd, "%u;%.0f;%.0f;%.0f;%.0f;%s\n", i, v[i], prediction, lower, upper, - ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY"); + ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY"); } } @@ -4053,21 +4100,21 @@ void desUnitStressTest() { u_int i; float alpha = 0.9, beta = 0.5; double init_value = time(NULL) % 1000; - + assert(ndpi_des_init(&des, alpha, beta, 0.05) == 0); - + if(trace) { printf("\nDouble Exponential Smoothing [alpha: %.1f][beta: %.1f]\n", alpha, beta); } - + for(i=0; i<512; i++) { double prediction, confidence_band; double lower, upper; double value = init_value + rand() % 25; int rc = ndpi_des_add_value(&des, value, &prediction, &confidence_band); - + lower = prediction - confidence_band, upper = prediction + confidence_band; - + if(trace) { printf("%2u)\t%12.3f\t%.3f\t%12.3f\t%12.3f\t %s [%.3f]\n", i, value, prediction, lower, upper, ((rc == 0) || ((value >= lower) && (value <= upper))) ? "OK" : "ANOMALY", @@ -4103,24 +4150,24 @@ void hwUnitTest3() { u_int i, num = sizeof(v) / sizeof(double); float alpha = 0.5, beta = 0.5, gamma = 0.1; assert(ndpi_hw_init(&hw, num_learning_points, 0 /* 0=multiplicative, 1=additive */, alpha, beta, gamma, 0.05) == 0); - + if(trace) printf("\nHolt-Winters [alpha: %.1f][beta: %.1f][gamma: %.1f]\n", alpha, beta, gamma); - + for(i=0; i<num; i++) { double prediction, confidence_band; double lower, upper; int rc = ndpi_hw_add_value(&hw, v[i], &prediction, &confidence_band); - + lower = prediction - confidence_band, upper = prediction + confidence_band; - + if(trace) printf("%2u)\t%12.3f\t%.3f\t%12.3f\t%12.3f\t %s [%.3f]\n", i, v[i], prediction, lower, upper, ((rc == 0) || ((v[i] >= lower) && (v[i] <= upper))) ? "OK" : "ANOMALY", confidence_band); } - + ndpi_hw_free(&hw); } @@ -4132,12 +4179,12 @@ void jitterUnitTest() { u_int i, num = sizeof(v) / sizeof(float); u_int num_learning_points = 4; u_int8_t trace = 0; - + assert(ndpi_jitter_init(&jitter, num_learning_points) == 0); for(i=0; i<num; i++) { float rc = ndpi_jitter_add_value(&jitter, v[i]); - + if(trace) printf("%2u)\t%.3f\t%.3f\n", i, v[i], rc); } @@ -4170,11 +4217,11 @@ int original_main(int argc, char **argv) { desUnitStressTest(); exit(0); #endif - + sesUnitTest(); desUnitTest(); - - /* Internal checks */ + + /* Internal checks */ // binUnitTest(); //hwUnitTest(); jitterUnitTest(); @@ -4189,16 +4236,16 @@ int original_main(int argc, char **argv) { analysisUnitTest(); rulesUnitTest(); - + gettimeofday(&startup_time, NULL); memset(ndpi_thread_info, 0, sizeof(ndpi_thread_info)); parseOptions(argc, argv); ndpi_info_mod = ndpi_init_detection_module(enable_ja3_plus ? ndpi_enable_ja3_plus : ndpi_no_prefs); - + if(ndpi_info_mod == NULL) return -1; - + if(domain_to_check) { ndpiCheckHostStringMatch(domain_to_check); exit(0); @@ -4284,4 +4331,3 @@ int original_main(int argc, char **argv) { return 0; } #endif /* WIN32 */ - |