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authorLuca Deri <deri@ntop.org>2022-01-11 21:45:27 +0100
committerLuca Deri <deri@ntop.org>2022-01-11 21:45:27 +0100
commitf5545a80f95a90a5219bbb319b346f964b1e1548 (patch)
treeaca389399f69e24aa0fddf17a74572e4abfe1ed3 /example/intrusion_detection.c
parent06f3b079093a202a9565bbd27b6b278dc15f420d (diff)
Removed legacy code
Diffstat (limited to 'example/intrusion_detection.c')
-rw-r--r--example/intrusion_detection.c463
1 files changed, 0 insertions, 463 deletions
diff --git a/example/intrusion_detection.c b/example/intrusion_detection.c
deleted file mode 100644
index 3484f4aae..000000000
--- a/example/intrusion_detection.c
+++ /dev/null
@@ -1,463 +0,0 @@
-/*
- * intrusion_detection.c
- *
- * Copyright (C) 2011-22 - ntop.org
- *
- * This file is part of nDPI, an open source deep packet inspection
- * library based on the OpenDPI and PACE technology by ipoque GmbH
- *
- * nDPI is free software: you can redistribute it and/or modify
- * it under the terms of the GNU Lesser General Public License as published by
- * the Free Software Foundation, either version 3 of the License, or
- * (at your option) any later version.
- *
- * nDPI is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- * GNU Lesser General Public License for more details.
- *
- * You should have received a copy of the GNU Lesser General Public License
- * along with nDPI. If not, see <http://www.gnu.org/licenses/>.
- *
- */
-
-#include "intrusion_detection.h"
-
-double normalize(ndpi_norm_value* tresholds){
- if(tresholds->upper_bound != tresholds->lower_bound){
- tresholds->norm_value = (tresholds->value - tresholds->lower_bound) / (tresholds->upper_bound - tresholds->lower_bound);
- }else{
- if(tresholds->value > tresholds->upper_bound){
- tresholds->norm_value = 1 + (tresholds->value - tresholds->lower_bound) / tresholds->upper_bound;
- }else{
- tresholds->norm_value = 1 - (tresholds->value - tresholds->lower_bound) / tresholds->upper_bound;
- }
-
- }
- if(tresholds->norm_value >= 0){
- return tresholds->norm_value * tresholds->weight;
- }
- else{
- return (1 - tresholds->norm_value) * tresholds->weight;
- }
-}
-
-double get_flow_score(ndpi_norm_value* scores, int n_metrics){
- double flow_score = 0;
- int i;
- for(i=0; i<n_metrics; i++){
- flow_score += normalize(&scores[i]);
- }
- return flow_score;
-}
-
-/* ********************************** */
-
-double Ddos_score(struct ndpi_flow_info* flow){
- int n_metrics = 6;
- ndpi_norm_value* scores = malloc(n_metrics * sizeof(ndpi_norm_value));
- /* pktlen_c_to_s_avg */
- int i = 0;
- scores[i].lower_bound = 70.0;
- scores[i].upper_bound = 263.4799999999999;
- scores[i].weight = 0.21257330032661592;
- scores[i].value = ndpi_data_average(flow->pktlen_c_to_s);
-
- /* pktlen_s_to_c_max */
- i++;
- scores[i].lower_bound = 90.0;
- scores[i].upper_bound = 2974.0;
- scores[i].weight = 0.21073785073559176;
- scores[i].value = ndpi_data_max(flow->pktlen_s_to_c);
-
- /* pktlen_s_to_c_avg */
- i++;
- scores[i].lower_bound = 72.7;
- scores[i].upper_bound = 1130.4199999999996;
- scores[i].weight = 0.21257330032661592;
- scores[i].value = ndpi_data_average(flow->pktlen_s_to_c);
-
- /* pktlen_s_to_c_stddev */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 906.0;
- scores[i].weight = 0.20990954527912953;
- scores[i].value = ndpi_data_stddev(flow->pktlen_s_to_c);
-
- /* fin */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.07710300166602348;
- scores[i].value = flow->fin_count;
-
- /* s_to_c_fin */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.07710300166602348;
- scores[i].value = flow->dst2src_fin_count;
-
- // sum = 1.0
- double flow_score = get_flow_score(scores, n_metrics);
- free(scores);
- return flow_score;
-}
-
-double Dos_goldeneye_score(struct ndpi_flow_info* flow){
- int n_metrics = 6;
- ndpi_norm_value* scores = malloc(n_metrics * sizeof(ndpi_norm_value));
- /* pktlen_s_to_c_max */
- int i = 0;
- scores[i].lower_bound = 74.0;
- scores[i].upper_bound = 3292.6699999999764;
- scores[i].weight = 0.3123007140611667;
- scores[i].value = ndpi_data_max(flow->pktlen_s_to_c);
- /* pktlen_s_to_c_avg */
- i++;
- scores[i].lower_bound = 68.7;
- scores[i].upper_bound = 1354.0569999999987;
- scores[i].weight = 0.23802038891633356;
- scores[i].value = ndpi_data_average(flow->pktlen_s_to_c);
-
- /* pktlen_s_to_c_stddev */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 959.4469999999993;
- scores[i].weight = 0.3111779763775991;
- scores[i].value = ndpi_data_stddev(flow->pktlen_s_to_c);
-
- /* syn */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.0464364305923564;
- scores[i].value = flow->syn_count;
-
- /* c_to_s_syn */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 1.0;
- scores[i].weight = 0.04562805946018772;
- scores[i].value = flow->src2dst_syn_count;
-
- /* s_to_c_syn */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.0464364305923564;
- scores[i].value = flow->dst2src_syn_count;
-
- // sum = 0.9999999999999998
- double flow_score = get_flow_score(scores, n_metrics);
- free(scores);
- return flow_score;
-}
-
-double Dos_hulk_score(struct ndpi_flow_info* flow){
- double f = (double)flow->first_seen_ms/1000.0, l = (double)flow->last_seen_ms/1000.0;
- int n_metrics = 6;
- ndpi_norm_value* scores = malloc(n_metrics * sizeof(ndpi_norm_value));
- /* duration */
- int i = 0;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 539.40668006422;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = (l - f);
-
- /* src2dst_packets */
- i++;
- scores[i].lower_bound = 2.0;
- scores[i].upper_bound = 41.0;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = flow->src2dst_packets;
-
- /* dst2src_packets */
- i++;
- scores[i].lower_bound = 2.0;
- scores[i].upper_bound = 45.0;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = flow->dst2src_packets;
-
- /* src2dst_bytes */
- i++;
- scores[i].lower_bound = 146.0;
- scores[i].upper_bound = 6306.300000000001;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = flow->src2dst_bytes;
-
- /* ack */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 82.0;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = flow->ack_count;
-
- /* syn */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = flow->syn_count;
-
- // sum = 0.9999999999999999
- double flow_score = get_flow_score(scores, n_metrics);
- free(scores);
- return flow_score;
-}
-
-double Dos_slow_score(struct ndpi_flow_info* flow){
- int n_metrics = 6;
- ndpi_norm_value* scores = malloc(n_metrics * sizeof(ndpi_norm_value));
- /* pktlen_s_to_c_max */
- int i = 0;
- scores[i].lower_bound = 90.0;
- scores[i].upper_bound = 3135.0;
- scores[i].weight = 0.1760747755022144;
- scores[i].value = ndpi_data_max(flow->pktlen_s_to_c);
-
- /* pktlen_s_to_c_avg */
- i++;
- scores[i].lower_bound = 80.37100000000001;
- scores[i].upper_bound = 1292.5900000000008;
- scores[i].weight = 0.17600137023171597;
- scores[i].value = ndpi_data_average(flow->pktlen_s_to_c);
-
- /* dst2src_bytes */
- i++;
- scores[i].lower_bound = 262.0;
- scores[i].upper_bound = 53227.80000000002;
- scores[i].weight = 0.16919914849886225;
- scores[i].value = flow->dst2src_bytes;
-
- /* syn */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.168000195747388;
- scores[i].value = flow->syn_count;
-
- /* c_to_s_syn */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 1.0;
- scores[i].weight = 0.14272431427243143;
- scores[i].value = flow->src2dst_syn_count;
-
- /* s_to_c_syn */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.168000195747388;
- scores[i].value = flow->dst2src_syn_count;
-
- // sum = 1.0
- double flow_score = get_flow_score(scores, n_metrics);
- free(scores);
- return flow_score;
-}
-
-double Ftp_patator_score(struct ndpi_flow_info* flow){
- int n_metrics = 6;
- ndpi_norm_value* scores = malloc(n_metrics * sizeof(ndpi_norm_value));
- /* iat_flow_min */
- int i = 0;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 24.0;
- scores[i].weight = 0.002732919254658385;
- scores[i].value = ndpi_data_min(flow->iat_flow);
-
- /* pktlen_s_to_c_max */
- i++;
- scores[i].lower_bound = 90.0;
- scores[i].upper_bound = 3393.0;
- scores[i].weight = 0.007453416149068323;
- scores[i].value = ndpi_data_max(flow->pktlen_s_to_c);
-
- /* pktlen_s_to_c_avg */
- i++;
- scores[i].lower_bound = 81.3;
- scores[i].upper_bound = 1315.021;
- scores[i].weight = 0.9833540372670807;
- scores[i].value = ndpi_data_average(flow->pktlen_s_to_c);
-
- /* dst2src_bytes */
- i++;
- scores[i].lower_bound = 256.0;
- scores[i].upper_bound = 56434.0;
- scores[i].weight = 0.0034782608695652175;
- scores[i].value = flow->dst2src_bytes;
-
- /* fin */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.0014906832298136647;
- scores[i].value = flow->fin_count;
-
- /* rst */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.0014906832298136647;
- scores[i].value = flow->rst_count;
-
- // sum = 1.0
- double flow_score = get_flow_score(scores, n_metrics);
- free(scores);
- return flow_score;
-}
-
-double Hearthbleed_score(struct ndpi_flow_info* flow){
- double f = (double)flow->first_seen_ms/1000.0, l = (double)flow->last_seen_ms/1000.0;
- int n_metrics = 6;
- ndpi_norm_value* scores = malloc(n_metrics * sizeof(ndpi_norm_value));
- /* iat_flow_max */
- int i = 0;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 595213.3999999999;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = ndpi_data_max(flow->iat_flow);
-
- /* iat_flow_stddev */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 245377.74799999973;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = ndpi_data_stddev(flow->iat_flow);
-
- /* pktlen_s_to_c_max */
- i++;
- scores[i].lower_bound = 74.0;
- scores[i].upper_bound = 3380.0;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = ndpi_data_max(flow->pktlen_s_to_c);
-
- /* pktlen_s_to_c_avg */
- i++;
- scores[i].lower_bound = 70.0;
- scores[i].upper_bound = 1344.6399999999996;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = ndpi_data_average(flow->pktlen_s_to_c);
-
- /* pktlen_s_to_c_stddev */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 944.6399999999996;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = ndpi_data_stddev(flow->pktlen_s_to_c);
-
- /* duration */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 711.6677598000391;
- scores[i].weight = 0.16666666666666666;
- scores[i].value = (l - f);
-
- // sum = 0.9999999999999999
- double flow_score = get_flow_score(scores, n_metrics);
- free(scores);
- return flow_score;
-}
-
-double Infiltration_score(struct ndpi_flow_info* flow){
- int n_metrics = 6;
- ndpi_norm_value* scores = malloc(n_metrics * sizeof(ndpi_norm_value));
- /* pktlen_c_to_s_max */
- int i = 0;
- scores[i].lower_bound = 72.0;
- scores[i].upper_bound = 1840.739999999998;
- scores[i].weight = 0.11937557392102846;
- scores[i].value = ndpi_data_max(flow->pktlen_c_to_s);
-
- /* pktlen_c_to_s_avg */
- i++;
- scores[i].lower_bound = 70.0;
- scores[i].upper_bound = 296.56599999999816;
- scores[i].weight = 0.12526782981328435;
- scores[i].value = ndpi_data_average(flow->pktlen_c_to_s);
-
- /* pktlen_s_to_c_max */
- i++;
- scores[i].lower_bound = 90.0;
- scores[i].upper_bound = 3496.1399999999776;
- scores[i].weight = 0.13927150290786652;
- scores[i].value = ndpi_data_max(flow->pktlen_s_to_c);
-
- /* pktlen_s_to_c_avg */
- i++;
- scores[i].lower_bound = 72.6;
- scores[i].upper_bound = 1367.7959999999991;
- scores[i].weight = 0.12182430364248545;
- scores[i].value = ndpi_data_average(flow->pktlen_s_to_c);
-
- /* src2dst_bytes */
- i++;
- scores[i].lower_bound = 144.0;
- scores[i].upper_bound = 7847.69999999999;
- scores[i].weight = 0.12059993878175697;
- scores[i].value = flow->src2dst_bytes;
-
- /* dst2src_bytes */
- i++;
- scores[i].lower_bound = 236.0;
- scores[i].upper_bound = 74486.7799999998;
- scores[i].weight = 0.3736608509335782;
- scores[i].value = flow->dst2src_bytes;
-
- // sum = 1.0
- double flow_score = get_flow_score(scores, n_metrics);
- free(scores);
- return flow_score;
-}
-
-double Ssh_patator_score(struct ndpi_flow_info* flow){
- int n_metrics = 6;
- ndpi_norm_value* scores = malloc(n_metrics * sizeof(ndpi_norm_value));
- /* fin */
- int i = 0;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.0033738191632928477;
- scores[i].value = flow->fin_count;
-
- /* psh */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 30.0;
- scores[i].weight = 0.33076923076923076;
- scores[i].value = flow->psh_count;
-
- /* c_to_s_syn */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 1.0;
- scores[i].weight = 0.0004048582995951417;
- scores[i].value = flow->src2dst_syn_count;
-
- /* c_to_s_psh */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 12.0;
- scores[i].weight = 0.33130904183535764;
- scores[i].value = flow->src2dst_psh_count;
-
- /* s_to_c_fin */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 2.0;
- scores[i].weight = 0.0033738191632928477;
- scores[i].value = flow->dst2src_fin_count;
-
- /* s_to_c_psh */
- i++;
- scores[i].lower_bound = 0.0;
- scores[i].upper_bound = 30.0;
- scores[i].weight = 0.33076923076923076;
- scores[i].value = flow->dst2src_psh_count;
-
- // sum = 1.0
- double flow_score = get_flow_score(scores, n_metrics);
- free(scores);
- return flow_score;
-}