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-rw-r--r--src/include/ndpi_protocol_ids.h1
-rw-r--r--src/include/ndpi_typedefs.h2
-rw-r--r--src/lib/ndpi_content_match.c.inc11
-rw-r--r--src/lib/ndpi_main.c4
-rw-r--r--tests/cfgs/default/result/custom_rules_same-ip_multiple_ports.pcapng.out4
-rw-r--r--tests/cfgs/default/result/synscan.pcap.out4
6 files changed, 21 insertions, 5 deletions
diff --git a/src/include/ndpi_protocol_ids.h b/src/include/ndpi_protocol_ids.h
index 3b18e9ab6..adfb9850d 100644
--- a/src/include/ndpi_protocol_ids.h
+++ b/src/include/ndpi_protocol_ids.h
@@ -474,6 +474,7 @@ typedef enum {
NDPI_PROTOCOL_RUTUBE = 443,
NDPI_PROTOCOL_LAGOFAST = 444,
NDPI_PROTOCOL_GEARUP_BOOSTER = 445,
+ NDPI_PROTOCOL_LLM = 446, /* Large Language Models */
#ifdef CUSTOM_NDPI_PROTOCOLS
#include "../../../nDPI-custom/custom_ndpi_protocol_ids.h"
diff --git a/src/include/ndpi_typedefs.h b/src/include/ndpi_typedefs.h
index 0a831cf7f..8c88f6ac5 100644
--- a/src/include/ndpi_typedefs.h
+++ b/src/include/ndpi_typedefs.h
@@ -1134,6 +1134,8 @@ typedef enum {
/* Gambling websites */
NDPI_PROTOCOL_CATEGORY_GAMBLING = 107,
NDPI_PROTOCOL_CATEGORY_HEALTH,
+ NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE,
+
/*
IMPORTANT
diff --git a/src/lib/ndpi_content_match.c.inc b/src/lib/ndpi_content_match.c.inc
index de9250668..9595622d8 100644
--- a/src/lib/ndpi_content_match.c.inc
+++ b/src/lib/ndpi_content_match.c.inc
@@ -1679,6 +1679,17 @@ static ndpi_protocol_match host_match[] =
{ "gearupportal.com.cdn.cloudflare.net", "GearUP_Booster", NDPI_PROTOCOL_GEARUP_BOOSTER, NDPI_PROTOCOL_CATEGORY_VPN, NDPI_PROTOCOL_FUN, NDPI_PROTOCOL_DEFAULT_LEVEL },
{ "gearupportal.com", "GearUP_Booster", NDPI_PROTOCOL_GEARUP_BOOSTER, NDPI_PROTOCOL_CATEGORY_VPN, NDPI_PROTOCOL_FUN, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ /* Artificial Intelligence / LLM */
+ { "deepseek.com", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ { "openapi.com", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ { "chatgpt.com", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ { "gemini.google.com", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ { "notebooklm.google.com", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ { "claude.ai", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ { "perplexity.ai", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ { "ollama.com", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+ { "huggingface.com", "LLM", NDPI_PROTOCOL_LLM, NDPI_PROTOCOL_CATEGORY_ARTIFICIAL_INTELLIGENCE, NDPI_PROTOCOL_SAFE, NDPI_PROTOCOL_DEFAULT_LEVEL },
+
#ifdef CUSTOM_NDPI_PROTOCOLS
#include "../../../nDPI-custom/custom_ndpi_content_match_host_match.c.inc"
#endif
diff --git a/src/lib/ndpi_main.c b/src/lib/ndpi_main.c
index 11e40c47d..96610affc 100644
--- a/src/lib/ndpi_main.c
+++ b/src/lib/ndpi_main.c
@@ -3413,7 +3413,9 @@ static const char *categories[NDPI_PROTOCOL_NUM_CATEGORIES] = {
"Antimalware",
"Crypto_Currency",
"Gambling",
- "Health"
+ "Health",
+ "ArtifIntelligence"
+
};
#if !defined(NDPI_CFFI_PREPROCESSING) && defined(__linux__)
diff --git a/tests/cfgs/default/result/custom_rules_same-ip_multiple_ports.pcapng.out b/tests/cfgs/default/result/custom_rules_same-ip_multiple_ports.pcapng.out
index 3585731ad..57cdb2c01 100644
--- a/tests/cfgs/default/result/custom_rules_same-ip_multiple_ports.pcapng.out
+++ b/tests/cfgs/default/result/custom_rules_same-ip_multiple_ports.pcapng.out
@@ -26,6 +26,6 @@ CustomProtocolC 3 222 1
Acceptable 8 592 3
- 1 TCP 192.168.1.245:56866 -> 3.3.3.3:443 [proto: 91.452/TLS.CustomProtocolA][IP: 452/CustomProtocolA][Encrypted][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Web/5][3 pkts/222 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][3.05 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_64240_2e3cee914fc1/Linux][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 1 TCP 192.168.1.245:56866 -> 3.3.3.3:443 [proto: 91.453/TLS.CustomProtocolA][IP: 453/CustomProtocolA][Encrypted][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Web/5][3 pkts/222 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][3.05 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_64240_2e3cee914fc1/Linux][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
2 TCP 192.168.1.245:58288 -> 3.3.3.3:446 [proto: 800/CustomProtocolC][IP: 800/CustomProtocolC][ClearText][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][3 pkts/222 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][3.04 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_64240_2e3cee914fc1/Linux][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 3 TCP 192.168.1.245:59682 -> 3.3.3.3:444 [proto: 453/CustomProtocolB][IP: 453/CustomProtocolB][ClearText][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][2 pkts/148 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][1.02 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_64240_2e3cee914fc1/Linux][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 3 TCP 192.168.1.245:59682 -> 3.3.3.3:444 [proto: 454/CustomProtocolB][IP: 454/CustomProtocolB][ClearText][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][2 pkts/148 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][1.02 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_64240_2e3cee914fc1/Linux][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
diff --git a/tests/cfgs/default/result/synscan.pcap.out b/tests/cfgs/default/result/synscan.pcap.out
index cb127acdd..d40598ac0 100644
--- a/tests/cfgs/default/result/synscan.pcap.out
+++ b/tests/cfgs/default/result/synscan.pcap.out
@@ -143,7 +143,7 @@ Unrated 1850 107308 1846
47 TCP 172.16.0.8:36050 -> 64.13.134.52:2604 [proto: 85/OSPF][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Network/14][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_1024_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
48 TCP 172.16.0.8:36050 -> 64.13.134.52:2605 [proto: 13/BGP][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Network/14][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_1024_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
49 TCP 172.16.0.8:36050 -> 64.13.134.52:3128 [proto: 131/HTTP_Proxy][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Web/5][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_2048_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 50 TCP 172.16.0.8:36050 -> 64.13.134.52:3260 [proto: 446/iSCSI][IP: 0/Unknown][ClearText][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_1024_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 50 TCP 172.16.0.8:36050 -> 64.13.134.52:3260 [proto: 447/iSCSI][IP: 0/Unknown][ClearText][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_1024_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
51 TCP 172.16.0.8:36050 -> 64.13.134.52:3300 [proto: 381/Ceph][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: DataTransfer/4][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_1024_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
52 TCP 172.16.0.8:36050 -> 64.13.134.52:3306 [proto: 20/MySQL][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Database/11][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_2048_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
53 TCP 172.16.0.8:36050 -> 64.13.134.52:3389 [proto: 88/RDP][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: RemoteAccess/12][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Desktop/File Sharing **** Unidirectional Traffic **][Risk Score: 20][Risk Info: No server to client traffic / Found RDP][TCP Fingerprint: 2_64_3072_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
@@ -215,7 +215,7 @@ Unrated 1850 107308 1846
119 TCP 172.16.0.8:36051 -> 64.13.134.52:2604 [proto: 85/OSPF][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Network/14][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_3072_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
120 TCP 172.16.0.8:36051 -> 64.13.134.52:2605 [proto: 13/BGP][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Network/14][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_3072_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
121 TCP 172.16.0.8:36051 -> 64.13.134.52:3128 [proto: 131/HTTP_Proxy][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Web/5][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_2048_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 122 TCP 172.16.0.8:36051 -> 64.13.134.52:3260 [proto: 446/iSCSI][IP: 0/Unknown][ClearText][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_4096_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 122 TCP 172.16.0.8:36051 -> 64.13.134.52:3260 [proto: 447/iSCSI][IP: 0/Unknown][ClearText][Confidence: Match by custom rule][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_4096_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
123 TCP 172.16.0.8:36051 -> 64.13.134.52:3300 [proto: 381/Ceph][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: DataTransfer/4][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_2048_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
124 TCP 172.16.0.8:36051 -> 64.13.134.52:3306 [proto: 20/MySQL][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: Database/11][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Unidirectional Traffic **][Risk Score: 10][Risk Info: No server to client traffic][TCP Fingerprint: 2_64_1024_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
125 TCP 172.16.0.8:36051 -> 64.13.134.52:3389 [proto: 88/RDP][IP: 0/Unknown][ClearText][Confidence: Match by port][FPC: 0/Unknown, Confidence: Unknown][DPI packets: 1][cat: RemoteAccess/12][1 pkts/58 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][< 1 sec][Risk: ** Desktop/File Sharing **** Unidirectional Traffic **][Risk Score: 20][Risk Info: No server to client traffic / Found RDP][TCP Fingerprint: 2_64_2048_6bbe28597824/Unknown][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]