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authorLuca Deri <deri@ntop.org>2021-03-03 19:30:01 +0100
committerLuca Deri <deri@ntop.org>2021-03-03 19:30:01 +0100
commit0f8a9948415bceac84148e1965e12e3f19c5050e (patch)
treee0615fc8fbf465178d29c78472638fb56b6ba5e3 /tests
parent49843509e54aa70dc69005dab5f02f32df7866e2 (diff)
Improved DGA detection
Before Accuracy 66%, Precision 86%, Recall 38% After Accuracy 71%, Precision 89%, Recall 49%
Diffstat (limited to 'tests')
-rw-r--r--tests/dga/dga_evaluate.c13
-rw-r--r--tests/dga/test_dga.csv4
-rwxr-xr-xtests/do-dga.sh6
-rw-r--r--tests/result/dns_long_domainname.pcap.out2
-rw-r--r--tests/result/fuzz-2006-06-26-2594.pcap.out2
-rw-r--r--tests/result/quic_interop_V.pcapng.out9
-rw-r--r--tests/result/reddit.pcap.out5
-rw-r--r--tests/result/teams.pcap.out4
-rw-r--r--tests/result/telegram.pcap.out4
-rw-r--r--tests/result/tor.pcap.out8
-rw-r--r--tests/result/weibo.pcap.out2
11 files changed, 30 insertions, 29 deletions
diff --git a/tests/dga/dga_evaluate.c b/tests/dga/dga_evaluate.c
index 4dfda8df5..fb32075db 100644
--- a/tests/dga/dga_evaluate.c
+++ b/tests/dga/dga_evaluate.c
@@ -39,12 +39,15 @@ void help() {
/* *********************************************** */
+extern int ndpi_verbose_dga_detection;
+
int main(int argc, char **argv) {
FILE *fd;
char buffer[512];
int verbose = 0;
+ int num_detections = 0;
- if(argc != 2) help();
+ if(argc < 2) help();
fd = fopen(argv[1], "r");
if(fd == NULL) {
@@ -52,7 +55,12 @@ int main(int argc, char **argv) {
exit(0);
}
- if(argv[1] != NULL) verbose = 1;
+ if(argv[2] != NULL) {
+ verbose = 1;
+
+ if(argv[3] != NULL)
+ ndpi_verbose_dga_detection = 1;
+ }
if (ndpi_get_api_version() != NDPI_API_VERSION) {
printf("nDPI Library version mismatch: please make sure this code and the nDPI library are in sync\n");
@@ -67,7 +75,6 @@ int main(int argc, char **argv) {
ndpi_set_protocol_detection_bitmask2(ndpi_str, &all);
ndpi_finalize_initialization(ndpi_str);
assert(ndpi_str != NULL);
- int num_detections = 0;
while(fgets(buffer, sizeof(buffer), fd) != NULL) {
diff --git a/tests/dga/test_dga.csv b/tests/dga/test_dga.csv
index f85515e58..9aa9261ae 100644
--- a/tests/dga/test_dga.csv
+++ b/tests/dga/test_dga.csv
@@ -33717,8 +33717,6 @@ kicirtug.ru
eolkbcmid.cx
mmn6zi3zdfz8nqhrww.ru
geiqiwob.ru
-singles-organizations.sc
-rentirondetailcontestfinance.com
hutdkvppdcncx.com
sonicengineer.net
gekawes6wi02.org
@@ -33728,7 +33726,6 @@ vkmtavbovakpffagww.bz
eiyiccuaymmauyqc.org
egimlecwet.com
jstwviptingp.nf
-workout-mainly.vn
dominisanctimor.com
cysnsnnsqwckphatu.net
d1x38ulx2x7r4yepis.biz
@@ -33737,7 +33734,6 @@ azyynmud.cc
iqswfjiobzeiv.com
tallsgcpajgmiu.com
kvlfocrimjvk.com
-shore-hunger.az
gasto.es
kmbmfbkdmmabanbc.org
hedcynpchaek.pro
diff --git a/tests/do-dga.sh b/tests/do-dga.sh
index dbcbe35b1..d53cc1bd9 100755
--- a/tests/do-dga.sh
+++ b/tests/do-dga.sh
@@ -4,9 +4,9 @@ cd "$(dirname "${0}")"
# Baseline performances ------------------------------------------------------------------------------------------------
# Important notes: BASE values must be integers examples and represents percentage (e.g. 79%, 98%).
-BASE_ACCURACY=66
-BASE_PRECISION=86
-BASE_RECALL=38
+BASE_ACCURACY=71
+BASE_PRECISION=89
+BASE_RECALL=49
# ----------------------------------------------------------------------------------------------------------------------
DGA_EVALUATE="./dga/dga_evaluate"
diff --git a/tests/result/dns_long_domainname.pcap.out b/tests/result/dns_long_domainname.pcap.out
index fd2e5950f..5eee5e7e0 100644
--- a/tests/result/dns_long_domainname.pcap.out
+++ b/tests/result/dns_long_domainname.pcap.out
@@ -1,3 +1,3 @@
Google 2 262 1
- 1 UDP 192.168.1.168:65311 <-> 8.8.8.8:53 [proto: 5.126/DNS.Google][cat: Web/5][1 pkts/103 bytes <-> 1 pkts/159 bytes][Goodput ratio: 59/73][0.02 sec][Host: gmr02c.16.0.fhkfhsdkfhsk.tunnel.example.com][::][Risk: ** Suspicious DGA domain name **][PLAIN TEXT (fhkfhsdkfhsk)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 1 UDP 192.168.1.168:65311 <-> 8.8.8.8:53 [proto: 5.126/DNS.Google][cat: Web/5][1 pkts/103 bytes <-> 1 pkts/159 bytes][Goodput ratio: 59/73][0.02 sec][Host: gmr02c.16.0.fhkfhsdkfhsk.tunnel.example.com][::][PLAIN TEXT (fhkfhsdkfhsk)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
diff --git a/tests/result/fuzz-2006-06-26-2594.pcap.out b/tests/result/fuzz-2006-06-26-2594.pcap.out
index 44ad90621..f8c14decb 100644
--- a/tests/result/fuzz-2006-06-26-2594.pcap.out
+++ b/tests/result/fuzz-2006-06-26-2594.pcap.out
@@ -205,7 +205,7 @@ SIP 85 39540 15
195 UDP 192.168.1.2:2792 -> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][Host: 1.0.0.127.in-addr.arpa][::][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
196 UDP 192.168.1.2:2799 -> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][Host: 1.0.0.127.in-addr.arpa][::][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
197 UDP 192.168.1.2:2811 -> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][::][Risk: ** Malformed packet **][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 198 UDP 192.168.1.2:2813 -> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][Host: 1.0.0.127_in-ad_r_arpa___][::][Risk: ** Suspicious DGA domain name **** Malformed packet **][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 198 UDP 192.168.1.2:2813 -> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][Host: 1.0.0.127_in-ad_r_arpa___][::][Risk: ** Malformed packet **][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
199 UDP 192.168.1.2:2815 -> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][::][Risk: ** Malformed packet **][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
200 UDP 192.168.1.2:2822 -> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][Host: 1.0.0.1_7.in-addr.arpa][::][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
201 UDP 192.168.1.2:2828 -> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][Host: 1.0.0.127.in-addr.arpa][::][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
diff --git a/tests/result/quic_interop_V.pcapng.out b/tests/result/quic_interop_V.pcapng.out
index 56442fbdd..b2e600558 100644
--- a/tests/result/quic_interop_V.pcapng.out
+++ b/tests/result/quic_interop_V.pcapng.out
@@ -1,7 +1,6 @@
ICMP 21 7436 9
ICMPV6 10 10642 5
-Tor 5 4032 3
-QUIC 190 197352 57
+QUIC 195 201384 60
Microsoft 20 23462 3
JA3 Host Stats:
@@ -63,8 +62,8 @@ JA3 Host Stats:
51 UDP [2001:b07:ac9:d5ae:a4d3:fe47:691e:807d]:51185 <-> [2001:bc8:47a4:1c25::1]:4433 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes <-> 1 pkts/85 bytes][Goodput ratio: 95/27][0.03 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: h3.stammw.eu][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,0,0,0,0,0]
52 UDP [2001:b07:ac9:d5ae:a4d3:fe47:691e:807d]:60346 <-> [2001:bc8:47a4:1c25::1]:443 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes <-> 1 pkts/85 bytes][Goodput ratio: 95/27][0.03 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: h3.stammw.eu][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,0,0,0,0,0]
53 ICMP 202.238.220.92:0 <-> 192.168.1.128:0 [proto: 81/ICMP][cat: Network/14][2 pkts/1180 bytes <-> 2 pkts/194 bytes][Goodput ratio: 93/56][0.28 sec][Plen Bins: 0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 54 UDP 192.168.1.128:34903 <-> 18.189.84.245:443 [proto: 91.163/TLS.Tor][cat: VPN/2][1 pkts/1294 bytes <-> 1 pkts/77 bytes][Goodput ratio: 97/45][0.13 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][Risk: ** Known protocol on non standard port **** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1.3][Client: fb.mvfst.net][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,0,0,0,0]
- 55 UDP 192.168.1.128:43475 <-> 18.189.84.245:4433 [proto: 91.163/TLS.Tor][cat: VPN/2][1 pkts/1294 bytes <-> 1 pkts/73 bytes][Goodput ratio: 97/42][0.12 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][Risk: ** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1.3][Client: fb.mvfst.net][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,0,0,0,0]
+ 54 UDP 192.168.1.128:34903 <-> 18.189.84.245:443 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes <-> 1 pkts/77 bytes][Goodput ratio: 97/45][0.13 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: fb.mvfst.net][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,0,0,0,0]
+ 55 UDP 192.168.1.128:43475 <-> 18.189.84.245:4433 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes <-> 1 pkts/73 bytes][Goodput ratio: 97/42][0.12 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: fb.mvfst.net][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,0,0,0,0]
56 ICMP 133.242.206.244:0 <-> 192.168.1.128:0 [proto: 81/ICMP][cat: Network/14][2 pkts/1180 bytes <-> 2 pkts/178 bytes][Goodput ratio: 93/53][0.22 sec][Plen Bins: 0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
57 UDP 192.168.1.128:41587 -> 131.159.24.198:4433 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 97/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: pandora.cm.in.tum.de][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0]
58 UDP 192.168.1.128:43735 -> 51.158.105.98:4434 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 97/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: quic.seemann.io][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0]
@@ -72,7 +71,7 @@ JA3 Host Stats:
60 UDP 192.168.1.128:47010 -> 3.121.242.54:443 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 97/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: ietf.akaquic.com][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0]
61 UDP 192.168.1.128:48644 -> 131.159.24.198:4434 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 97/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: pandora.cm.in.tum.de][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0]
62 UDP 192.168.1.128:51887 -> 51.158.105.98:443 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 97/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: quic.seemann.io][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0]
- 63 UDP 192.168.1.128:54570 -> 18.189.84.245:4434 [proto: 91.163/TLS.Tor][cat: VPN/2][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 97/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][Risk: ** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1.3][Client: fb.mvfst.net][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0]
+ 63 UDP 192.168.1.128:54570 -> 18.189.84.245:4434 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 97/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: fb.mvfst.net][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0]
64 UDP [2001:b07:ac9:d5ae:a4d3:fe47:691e:807d]:34442 -> [2001:4800:7817:101:be76:4eff:fe04:631d]:443 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 95/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: quic.ogre.com][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0]
65 UDP [2001:b07:ac9:d5ae:a4d3:fe47:691e:807d]:38689 -> [2001:19f0:5:c21:5400:1ff:fe33:3b96]:4434 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 95/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: quic.tech][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][PLAIN TEXT (bSuZ88)][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0]
66 UDP [2001:b07:ac9:d5ae:a4d3:fe47:691e:807d]:39624 -> [2001:19f0:5:c21:5400:1ff:fe33:3b96]:443 [proto: 188/QUIC][cat: Web/5][1 pkts/1294 bytes -> 0 pkts/0 bytes][Goodput ratio: 95/0][< 1 sec][ALPN: hq-30;h3-30;hq-29;h3-29;hq-28;h3-28;hq-27;h3-27][TLS Supported Versions: TLSv1.3][TLSv1.3][Client: quic.tech][JA3C: 7d9e7f6dec1cb1dd8b79d72b1366b6cf][Plen Bins: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0]
diff --git a/tests/result/reddit.pcap.out b/tests/result/reddit.pcap.out
index b08f41024..b5d3bff92 100644
--- a/tests/result/reddit.pcap.out
+++ b/tests/result/reddit.pcap.out
@@ -1,8 +1,7 @@
-TLS 581 374826 14
+TLS 612 384211 15
Twitter 863 686585 3
YouTube 881 966947 3
Google 618 334683 13
-Tor 31 9385 1
Amazon 100 59185 2
Reddit 8337 9059073 20
GoogleServices 271 87487 4
@@ -47,7 +46,7 @@ JA3 Host Stats:
33 TCP [2a01:cb01:2049:8b07:991d:ec85:28df:f629]:56186 <-> [2600:9000:219c:ee00:6:44e3:f8c0:93a1]:443 [proto: 91/TLS][cat: Web/5][14 pkts/2163 bytes <-> 13 pkts/7387 bytes][Goodput ratio: 44/85][0.16 sec][ALPN: h2;http/1.1][TLS Supported Versions: GREASE;TLSv1.3;TLSv1.2;TLSv1.1;TLSv1][bytes ratio: -0.547 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 8/13 39/40 13/16][Pkt Len c2s/s2c min/avg/max/stddev: 86/86 154/568 603/1294 140/540][TLSv1.3][Client: rules.quantcount.com][JA3C: b32309a26951912be7dba376398abc3b][JA3S: f4febc55ea12b31ae17cfb7e614afda8][Cipher: TLS_AES_128_GCM_SHA256][Plen Bins: 8,0,25,0,0,0,0,8,0,0,0,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,33,0,0,0,0,0,0,0,0,0,0]
34 TCP [2a01:cb01:2049:8b07:991d:ec85:28df:f629]:59336 <-> [2a00:1450:4007:80b::2002]:443 [proto: 91.126/TLS.Google][cat: Web/5][17 pkts/2490 bytes <-> 16 pkts/7006 bytes][Goodput ratio: 41/80][0.14 sec][ALPN: h2;http/1.1][TLS Supported Versions: GREASE;TLSv1.3;TLSv1.2;TLSv1.1;TLSv1][bytes ratio: -0.476 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 6/5 45/37 12/10][Pkt Len c2s/s2c min/avg/max/stddev: 86/86 146/438 603/1294 132/466][TLSv1.3][Client: adservice.google.com][JA3C: b32309a26951912be7dba376398abc3b][JA3S: eb1d94daa7e0344597e756a1fb6e7054][Cipher: TLS_AES_128_GCM_SHA256][Plen Bins: 13,13,13,0,0,0,6,0,6,0,0,0,0,6,0,0,6,0,6,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,0,0,0,0,0,0,0,0,0,0]
35 TCP [2a01:cb01:2049:8b07:991d:ec85:28df:f629]:38166 <-> [2a00:1450:4007:811::200a]:443 [proto: 91.239/TLS.GoogleServices][cat: Web/5][18 pkts/2582 bytes <-> 17 pkts/6805 bytes][Goodput ratio: 40/78][0.19 sec][ALPN: h2;http/1.1][TLS Supported Versions: GREASE;TLSv1.3;TLSv1.2;TLSv1.1;TLSv1][bytes ratio: -0.450 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 10/9 43/43 13/14][Pkt Len c2s/s2c min/avg/max/stddev: 86/86 143/400 603/1294 130/409][TLSv1.3][Client: fonts.googleapis.com][JA3C: b32309a26951912be7dba376398abc3b][JA3S: eb1d94daa7e0344597e756a1fb6e7054][Cipher: TLS_AES_128_GCM_SHA256][Plen Bins: 12,12,12,0,0,0,6,0,12,0,0,0,0,0,6,6,6,0,6,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,12,0,0,0,0,0,0,0,0,0,0]
- 36 TCP [2a01:cb01:2049:8b07:991d:ec85:28df:f629]:39626 <-> [64:ff9b::2278:cf94]:443 [proto: 91.163/TLS.Tor][cat: VPN/2][16 pkts/2444 bytes <-> 15 pkts/6941 bytes][Goodput ratio: 43/81][0.43 sec][ALPN: h2;http/1.1][TLS Supported Versions: GREASE;TLSv1.3;TLSv1.2;TLSv1.1;TLSv1][bytes ratio: -0.479 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 15/33 104/221 29/63][Pkt Len c2s/s2c min/avg/max/stddev: 86/86 153/463 603/1474 135/553][Risk: ** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1.3][Client: id.rlcdn.com][JA3C: b32309a26951912be7dba376398abc3b][JA3S: eb1d94daa7e0344597e756a1fb6e7054][Cipher: TLS_AES_128_GCM_SHA256][Plen Bins: 14,14,14,7,0,0,0,0,7,0,0,0,0,0,0,0,7,0,7,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,0,0,0,0]
+ 36 TCP [2a01:cb01:2049:8b07:991d:ec85:28df:f629]:39626 <-> [64:ff9b::2278:cf94]:443 [proto: 91/TLS][cat: Web/5][16 pkts/2444 bytes <-> 15 pkts/6941 bytes][Goodput ratio: 43/81][0.43 sec][ALPN: h2;http/1.1][TLS Supported Versions: GREASE;TLSv1.3;TLSv1.2;TLSv1.1;TLSv1][bytes ratio: -0.479 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 15/33 104/221 29/63][Pkt Len c2s/s2c min/avg/max/stddev: 86/86 153/463 603/1474 135/553][TLSv1.3][Client: id.rlcdn.com][JA3C: b32309a26951912be7dba376398abc3b][JA3S: eb1d94daa7e0344597e756a1fb6e7054][Cipher: TLS_AES_128_GCM_SHA256][Plen Bins: 14,14,14,7,0,0,0,0,7,0,0,0,0,0,0,0,7,0,7,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,0,0,0,0]
37 TCP [2a01:cb01:2049:8b07:991d:ec85:28df:f629]:44264 <-> [64:ff9b::1736:86f1]:443 [proto: 91/TLS][cat: Web/5][14 pkts/3387 bytes <-> 13 pkts/5574 bytes][Goodput ratio: 64/80][0.41 sec][ALPN: h2;http/1.1][TLS Supported Versions: GREASE;TLSv1.3;TLSv1.2;TLSv1.1;TLSv1][bytes ratio: -0.244 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 35/18 125/117 43/36][Pkt Len c2s/s2c min/avg/max/stddev: 86/86 242/429 620/1474 234/479][TLSv1.3][Client: sb.scorecardresearch.com][JA3C: b32309a26951912be7dba376398abc3b][JA3S: 15af977ce25de452b96affa2addb1036][Cipher: TLS_AES_256_GCM_SHA384][Plen Bins: 0,0,8,0,0,8,0,0,16,0,8,0,0,0,0,0,34,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,0,0,0]
38 TCP [2a01:cb01:2049:8b07:991d:ec85:28df:f629]:51006 <-> [2a00:1450:4007:805::2002]:443 [proto: 91.126/TLS.Google][cat: Web/5][16 pkts/2404 bytes <-> 15 pkts/5962 bytes][Goodput ratio: 42/78][0.15 sec][ALPN: h2;http/1.1][TLS Supported Versions: GREASE;TLSv1.3;TLSv1.2;TLSv1.1;TLSv1][bytes ratio: -0.425 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 9/7 52/37 15/11][Pkt Len c2s/s2c min/avg/max/stddev: 86/86 150/397 603/1294 135/433][TLSv1.3][Client: adservice.google.fr][JA3C: b32309a26951912be7dba376398abc3b][JA3S: eb1d94daa7e0344597e756a1fb6e7054][Cipher: TLS_AES_128_GCM_SHA256][Plen Bins: 14,14,14,0,0,0,7,0,7,0,0,0,0,0,0,0,7,0,7,7,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0]
39 TCP [2a01:cb01:2049:8b07:991d:ec85:28df:f629]:54726 <-> [2a00:1450:4007:808::2006]:443 [proto: 91.126/TLS.Google][cat: Web/5][16 pkts/2391 bytes <-> 15 pkts/5296 bytes][Goodput ratio: 42/75][0.22 sec][ALPN: h2;http/1.1][TLS Supported Versions: GREASE;TLSv1.3;TLSv1.2;TLSv1.1;TLSv1][bytes ratio: -0.378 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 13/9 66/45 24/16][Pkt Len c2s/s2c min/avg/max/stddev: 86/86 149/353 603/1294 134/414][TLSv1.3][Client: static.doubleclick.net][JA3C: b32309a26951912be7dba376398abc3b][JA3S: eb1d94daa7e0344597e756a1fb6e7054][Cipher: TLS_AES_128_GCM_SHA256][Plen Bins: 14,21,14,0,0,0,0,0,7,0,0,0,7,0,7,0,7,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0]
diff --git a/tests/result/teams.pcap.out b/tests/result/teams.pcap.out
index d0bb3a753..02a161319 100644
--- a/tests/result/teams.pcap.out
+++ b/tests/result/teams.pcap.out
@@ -93,10 +93,10 @@ JA3 Host Stats:
73 UDP 192.168.1.6:65230 <-> 192.168.1.1:53 [proto: 5.250/DNS.Teams][cat: Collaborative/15][1 pkts/103 bytes <-> 1 pkts/161 bytes][Goodput ratio: 59/73][0.01 sec][Host: trouter2-asse-a.trouter.teams.microsoft.com][52.114.15.45][PLAIN TEXT (trouter)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
74 UDP 192.168.1.6:65387 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/93 bytes <-> 1 pkts/171 bytes][Goodput ratio: 54/75][0.01 sec][Host: northeuropecns.trafficmanager.net][52.114.76.48][PLAIN TEXT (northeuropecns)][Plen Bins: 0,50,0,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
75 UDP 192.168.1.6:51033 <-> 192.168.1.1:53 [proto: 5.125/DNS.Skype][cat: VoIP/10][1 pkts/80 bytes <-> 1 pkts/182 bytes][Goodput ratio: 47/77][0.04 sec][Host: eu-api.asm.skype.com][52.114.75.69][PLAIN TEXT (trafficmanager)][Plen Bins: 0,50,0,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 76 UDP 192.168.1.6:51309 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/93 bytes <-> 1 pkts/169 bytes][Goodput ratio: 54/75][0.01 sec][Host: skypedataprdcolneu04.cloudapp.net][::][Risk: ** Suspicious DGA domain name **][PLAIN TEXT (skypedataprdcolneu04)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 76 UDP 192.168.1.6:51309 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/93 bytes <-> 1 pkts/169 bytes][Goodput ratio: 54/75][0.01 sec][Host: skypedataprdcolneu04.cloudapp.net][::][PLAIN TEXT (skypedataprdcolneu04)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
77 UDP 192.168.1.6:62863 <-> 192.168.1.1:53 [proto: 5.250/DNS.Teams][cat: Collaborative/15][1 pkts/103 bytes <-> 1 pkts/158 bytes][Goodput ratio: 59/73][0.07 sec][Host: emea.ng.msg.teams-msgapi.trafficmanager.net][52.114.108.8][PLAIN TEXT (msgapi)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
78 UDP 192.168.1.6:56634 <-> 192.168.1.1:53 [proto: 5/DNS][cat: ConnectivityCheck/30][1 pkts/89 bytes <-> 1 pkts/142 bytes][Goodput ratio: 52/70][0.03 sec][Host: captive.apple.com.edgekey.net][23.50.158.88][PLAIN TEXT (captive)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 79 UDP 192.168.1.6:60813 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/93 bytes <-> 1 pkts/109 bytes][Goodput ratio: 54/61][0.01 sec][Host: skypedataprdcolneu04.cloudapp.net][52.114.77.33][Risk: ** Suspicious DGA domain name **][PLAIN TEXT (skypedataprdcolneu04)][Plen Bins: 0,50,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 79 UDP 192.168.1.6:60813 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/93 bytes <-> 1 pkts/109 bytes][Goodput ratio: 54/61][0.01 sec][Host: skypedataprdcolneu04.cloudapp.net][52.114.77.33][PLAIN TEXT (skypedataprdcolneu04)][Plen Bins: 0,50,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
80 TCP 192.168.1.6:58533 -> 149.154.167.91:443 [proto: 91.185/TLS.Telegram][cat: Chat/9][3 pkts/186 bytes -> 0 pkts/0 bytes][Goodput ratio: 0/0][4.29 sec][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]
81 ICMP 93.71.110.205:0 -> 192.168.1.6:0 [proto: 81/ICMP][cat: Network/14][2 pkts/140 bytes -> 0 pkts/0 bytes][Goodput ratio: 40/0][0.01 sec][Plen Bins: 100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
82 UDP 192.168.1.112:57621 -> 192.168.1.255:57621 [proto: 156/Spotify][cat: Music/25][1 pkts/82 bytes -> 0 pkts/0 bytes][Goodput ratio: 48/0][< 1 sec][PLAIN TEXT (SpotUdp)][Plen Bins: 0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
diff --git a/tests/result/telegram.pcap.out b/tests/result/telegram.pcap.out
index db0cdacd4..e8ee66af5 100644
--- a/tests/result/telegram.pcap.out
+++ b/tests/result/telegram.pcap.out
@@ -16,9 +16,9 @@ GoogleServices 2 186 1
1 UDP 192.168.1.77:28150 <-> 91.108.8.1:533 [proto: 185/Telegram][cat: Chat/9][12 pkts/1272 bytes <-> 276 pkts/68136 bytes][Goodput ratio: 60/83][16.92 sec][bytes ratio: -0.963 (Download)][IAT c2s/s2c min/avg/max/stddev: 48/0 290/61 504/476 186/43][Pkt Len c2s/s2c min/avg/max/stddev: 74/90 106/247 138/330 24/41][PLAIN TEXT (ByFasn)][Plen Bins: 0,2,4,3,0,19,37,21,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
2 UDP 192.168.1.77:28150 <-> 91.108.8.8:529 [proto: 185/Telegram][cat: Chat/9][285 pkts/65890 bytes <-> 13 pkts/1522 bytes][Goodput ratio: 82/64][16.92 sec][bytes ratio: 0.955 (Upload)][IAT c2s/s2c min/avg/max/stddev: 4/27 59/210 504/472 30/201][Pkt Len c2s/s2c min/avg/max/stddev: 74/90 231/117 314/138 44/16][PLAIN TEXT (vVgwxH)][Plen Bins: 0,2,4,3,8,28,14,37,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 3 UDP [fe80::4ba:91a:7817:e318]:5353 -> [ff02::fb]:5353 [proto: 8/MDNS][cat: Network/14][120 pkts/27243 bytes -> 0 pkts/0 bytes][Goodput ratio: 73/0][58.59 sec][Host: _dacp._tcp.local][_dacp._tcp.local][bytes ratio: 1.000 (Upload)][IAT c2s/s2c min/avg/max/stddev: 0/0 504/0 17386/0 1760/0][Pkt Len c2s/s2c min/avg/max/stddev: 162/0 227/0 489/0 65/0][Risk: ** Suspicious DGA domain name **][PLAIN TEXT (iTunes)][Plen Bins: 0,0,0,50,8,20,0,5,15,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 3 UDP [fe80::4ba:91a:7817:e318]:5353 -> [ff02::fb]:5353 [proto: 8/MDNS][cat: Network/14][120 pkts/27243 bytes -> 0 pkts/0 bytes][Goodput ratio: 73/0][58.59 sec][Host: _dacp._tcp.local][_dacp._tcp.local][bytes ratio: 1.000 (Upload)][IAT c2s/s2c min/avg/max/stddev: 0/0 504/0 17386/0 1760/0][Pkt Len c2s/s2c min/avg/max/stddev: 162/0 227/0 489/0 65/0][PLAIN TEXT (iTunes)][Plen Bins: 0,0,0,50,8,20,0,5,15,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
4 UDP 192.168.1.77:23174 <-> 91.108.8.7:521 [proto: 185/Telegram][cat: Chat/9][57 pkts/12266 bytes <-> 66 pkts/14180 bytes][Goodput ratio: 80/80][4.58 sec][bytes ratio: -0.072 (Mixed)][IAT c2s/s2c min/avg/max/stddev: 0/4 78/65 500/308 73/53][Pkt Len c2s/s2c min/avg/max/stddev: 74/90 215/215 282/298 59/49][PLAIN TEXT (wNxr@g)][Plen Bins: 0,4,6,8,0,27,38,14,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 5 UDP 192.168.1.75:5353 -> 224.0.0.251:5353 [proto: 8/MDNS][cat: Network/14][120 pkts/24843 bytes -> 0 pkts/0 bytes][Goodput ratio: 80/0][58.59 sec][Host: _dacp._tcp.local][_dacp._tcp.local][bytes ratio: 1.000 (Upload)][IAT c2s/s2c min/avg/max/stddev: 0/0 504/0 17387/0 1760/0][Pkt Len c2s/s2c min/avg/max/stddev: 142/0 207/0 469/0 65/0][Risk: ** Suspicious DGA domain name **][PLAIN TEXT (iTunes)][Plen Bins: 0,0,0,50,8,20,0,5,15,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 5 UDP 192.168.1.75:5353 -> 224.0.0.251:5353 [proto: 8/MDNS][cat: Network/14][120 pkts/24843 bytes -> 0 pkts/0 bytes][Goodput ratio: 80/0][58.59 sec][Host: _dacp._tcp.local][_dacp._tcp.local][bytes ratio: 1.000 (Upload)][IAT c2s/s2c min/avg/max/stddev: 0/0 504/0 17387/0 1760/0][Pkt Len c2s/s2c min/avg/max/stddev: 142/0 207/0 469/0 65/0][PLAIN TEXT (iTunes)][Plen Bins: 0,0,0,50,8,20,0,5,15,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
6 UDP 192.168.0.1:68 -> 255.255.255.255:67 [proto: 18/DHCP][cat: Network/14][12 pkts/3852 bytes -> 0 pkts/0 bytes][Goodput ratio: 87/0][54.99 sec][Host: tl-sg116e][bytes ratio: 1.000 (Upload)][IAT c2s/s2c min/avg/max/stddev: 4886/0 4987/0 5017/0 36/0][Pkt Len c2s/s2c min/avg/max/stddev: 321/0 321/0 321/0 0/0][DHCP Fingerprint: 1,3][Plen Bins: 0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
7 UDP 192.168.1.77:5353 -> 192.168.1.75:5353 [proto: 8/MDNS][cat: Network/14][9 pkts/2880 bytes -> 0 pkts/0 bytes][Goodput ratio: 87/0][56.23 sec][Host: _companion-link._tcp.local][_companion-link._tcp.local][bytes ratio: 1.000 (Upload)][IAT c2s/s2c min/avg/max/stddev: 3480/0 7028/0 31577/0 9279/0][Pkt Len c2s/s2c min/avg/max/stddev: 320/0 320/0 320/0 0/0][PLAIN TEXT (companion)][Plen Bins: 0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
8 UDP 192.168.1.77:50822 <-> 216.58.205.68:443 [proto: 188.126/QUIC.Google][cat: Web/5][2 pkts/1462 bytes <-> 1 pkts/1392 bytes][Goodput ratio: 94/97][0.03 sec][User-Agent: beta Chrome/83.0.4103.34 Intel Mac OS X 10_13_6][Client: www.google.com][PLAIN TEXT (www.google.com)][Plen Bins: 33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,66,0,0,0,0,0]
diff --git a/tests/result/tor.pcap.out b/tests/result/tor.pcap.out
index f9feb0e70..21bf25cd4 100644
--- a/tests/result/tor.pcap.out
+++ b/tests/result/tor.pcap.out
@@ -1,17 +1,17 @@
SMBv1 1 252 1
-TLS 62 20152 3
+TLS 2029 1601968 5
DHCPV6 6 906 1
Dropbox 10 1860 1
-Tor 3615 2994270 5
+Tor 1648 1412454 3
JA3 Host Stats:
IP Address # JA3C
1 192.168.1.252 1
- 1 TCP 192.168.1.252:51176 <-> 38.229.70.53:443 [proto: 91.163/TLS.Tor][cat: VPN/2][693 pkts/181364 bytes <-> 1133 pkts/1331914 bytes][Goodput ratio: 78/95][134.33 sec][bytes ratio: -0.760 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 213/86 33482/11394 1582/404][Pkt Len c2s/s2c min/avg/max/stddev: 60/54 262/1176 1514/1514 349/544][Risk: ** Obsolete TLS version (< 1.1) **** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1][Client: www.jmts2id.com][JA3C: 581a3c7f54555512b8cd16e87dfe165b][JA3S: e1691a31bfe345d2692da75636ddfb00][Issuer: CN=www.gg562izcxdvqdk.com][Subject: CN=www.fcsyvnlemwxv5p.net][Certificate SHA-1: C1:93:18:2C:A3:1D:AC:5F:C7:DE:17:8A:4E:B1:E8:13:BB:08:73:3A][Validity: 2013-09-15 00:00:00 - 2014-02-21 23:59:59][Cipher: TLS_DHE_RSA_WITH_AES_256_CBC_SHA][Plen Bins: 0,0,2,0,0,0,1,3,0,1,0,0,0,0,0,0,0,0,42,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1,0,1,0,42,0,0]
+ 1 TCP 192.168.1.252:51176 <-> 38.229.70.53:443 [proto: 91/TLS][cat: Web/5][693 pkts/181364 bytes <-> 1133 pkts/1331914 bytes][Goodput ratio: 78/95][134.33 sec][bytes ratio: -0.760 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 213/86 33482/11394 1582/404][Pkt Len c2s/s2c min/avg/max/stddev: 60/54 262/1176 1514/1514 349/544][Risk: ** Obsolete TLS version (< 1.1) **][TLSv1][Client: www.jmts2id.com][JA3C: 581a3c7f54555512b8cd16e87dfe165b][JA3S: e1691a31bfe345d2692da75636ddfb00][Issuer: CN=www.gg562izcxdvqdk.com][Subject: CN=www.fcsyvnlemwxv5p.net][Certificate SHA-1: C1:93:18:2C:A3:1D:AC:5F:C7:DE:17:8A:4E:B1:E8:13:BB:08:73:3A][Validity: 2013-09-15 00:00:00 - 2014-02-21 23:59:59][Cipher: TLS_DHE_RSA_WITH_AES_256_CBC_SHA][Plen Bins: 0,0,2,0,0,0,1,3,0,1,0,0,0,0,0,0,0,0,42,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1,0,1,0,42,0,0]
2 TCP 192.168.1.252:51112 <-> 38.229.70.53:443 [proto: 91.163/TLS.Tor][cat: VPN/2][580 pkts/145960 bytes <-> 996 pkts/1242832 bytes][Goodput ratio: 77/96][106.13 sec][bytes ratio: -0.790 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 202/109 30770/31166 1830/1316][Pkt Len c2s/s2c min/avg/max/stddev: 60/54 252/1248 1514/1514 355/507][Risk: ** Obsolete TLS version (< 1.1) **** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1][Client: www.q4cyamnc6mtokjurvdclt.com][JA3C: 581a3c7f54555512b8cd16e87dfe165b][JA3S: e1691a31bfe345d2692da75636ddfb00][Issuer: CN=www.gg562izcxdvqdk.com][Subject: CN=www.fcsyvnlemwxv5p.net][Certificate SHA-1: C1:93:18:2C:A3:1D:AC:5F:C7:DE:17:8A:4E:B1:E8:13:BB:08:73:3A][Validity: 2013-09-15 00:00:00 - 2014-02-21 23:59:59][Cipher: TLS_DHE_RSA_WITH_AES_256_CBC_SHA][Plen Bins: 0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,1,74,0,0]
- 3 TCP 192.168.1.252:51110 <-> 91.143.93.242:443 [proto: 91.163/TLS.Tor][cat: VPN/2][62 pkts/22715 bytes <-> 79 pkts/45823 bytes][Goodput ratio: 84/91][109.04 sec][bytes ratio: -0.337 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 2212/966 44777/37995 8343/4770][Pkt Len c2s/s2c min/avg/max/stddev: 60/54 366/580 1514/1514 350/568][Risk: ** Obsolete TLS version (< 1.1) **** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1][Client: www.ct7ctrgb6cr7.com][JA3C: 581a3c7f54555512b8cd16e87dfe165b][JA3S: 184d532a16876b78846ae6a03f654890][Issuer: CN=www.xkgk7fdx362yyyxib.com][Subject: CN=www.g6ghvisevf3ibuu5.net][Certificate SHA-1: 94:F9:FF:E2:7F:DB:1F:B8:19:65:20:6F:F6:DE:B6:A5:D5:AF:14:C7][Validity: 2013-10-03 00:00:00 - 2013-11-18 23:59:59][Cipher: TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA][Plen Bins: 2,1,1,1,1,0,1,0,0,3,0,0,0,0,0,0,2,0,58,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0,1,0,22,0,0]
+ 3 TCP 192.168.1.252:51110 <-> 91.143.93.242:443 [proto: 91/TLS][cat: Web/5][62 pkts/22715 bytes <-> 79 pkts/45823 bytes][Goodput ratio: 84/91][109.04 sec][bytes ratio: -0.337 (Download)][IAT c2s/s2c min/avg/max/stddev: 0/0 2212/966 44777/37995 8343/4770][Pkt Len c2s/s2c min/avg/max/stddev: 60/54 366/580 1514/1514 350/568][Risk: ** Obsolete TLS version (< 1.1) **][TLSv1][Client: www.ct7ctrgb6cr7.com][JA3C: 581a3c7f54555512b8cd16e87dfe165b][JA3S: 184d532a16876b78846ae6a03f654890][Issuer: CN=www.xkgk7fdx362yyyxib.com][Subject: CN=www.g6ghvisevf3ibuu5.net][Certificate SHA-1: 94:F9:FF:E2:7F:DB:1F:B8:19:65:20:6F:F6:DE:B6:A5:D5:AF:14:C7][Validity: 2013-10-03 00:00:00 - 2013-11-18 23:59:59][Cipher: TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA][Plen Bins: 2,1,1,1,1,0,1,0,0,3,0,0,0,0,0,0,2,0,58,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0,1,0,22,0,0]
4 TCP 192.168.1.252:51175 <-> 91.143.93.242:443 [proto: 91.163/TLS.Tor][cat: VPN/2][17 pkts/5489 bytes <-> 21 pkts/7031 bytes][Goodput ratio: 82/84][135.32 sec][bytes ratio: -0.123 (Mixed)][IAT c2s/s2c min/avg/max/stddev: 0/1 10378/8441 132386/132736 35221/32094][Pkt Len c2s/s2c min/avg/max/stddev: 60/54 323/335 640/1514 270/385][Risk: ** Obsolete TLS version (< 1.1) **** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1][Client: www.gfu7hbxpfp.com][JA3C: 581a3c7f54555512b8cd16e87dfe165b][JA3S: 184d532a16876b78846ae6a03f654890][Issuer: CN=www.xkgk7fdx362yyyxib.com][Subject: CN=www.g6ghvisevf3ibuu5.net][Certificate SHA-1: 94:F9:FF:E2:7F:DB:1F:B8:19:65:20:6F:F6:DE:B6:A5:D5:AF:14:C7][Validity: 2013-10-03 00:00:00 - 2013-11-18 23:59:59][Cipher: TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA][Plen Bins: 0,5,5,5,5,0,5,0,0,0,0,0,0,0,0,0,0,0,65,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0]
5 TCP 192.168.1.252:51111 <-> 46.59.52.31:443 [proto: 91.163/TLS.Tor][cat: VPN/2][16 pkts/4858 bytes <-> 18 pkts/6284 bytes][Goodput ratio: 81/84][108.05 sec][bytes ratio: -0.128 (Mixed)][IAT c2s/s2c min/avg/max/stddev: 0/3 6124/2564 71328/34353 19661/8817][Pkt Len c2s/s2c min/avg/max/stddev: 60/54 304/349 640/1514 267/398][Risk: ** Obsolete TLS version (< 1.1) **** Suspicious DGA domain name **** Unsafe Protocol **][TLSv1][Client: www.e6r5p57kbafwrxj3plz.com][JA3C: 581a3c7f54555512b8cd16e87dfe165b][JA3S: 184d532a16876b78846ae6a03f654890][Issuer: CN=www.gmvuy6mtjbxevwo3w.com][Subject: CN=www.bpcau5b3haif5els.net][Certificate SHA-1: 3A:B1:8A:6F:C3:F6:41:ED:77:D5:40:C3:85:79:8B:62:46:BC:65:9C][Validity: 2013-06-07 00:00:00 - 2014-02-07 00:00:00][Cipher: TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA][Plen Bins: 0,5,5,5,5,0,5,0,0,0,0,0,0,0,0,0,0,0,63,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0]
6 TCP 192.168.1.252:51174 <-> 212.83.155.250:443 [proto: 91/TLS][cat: Web/5][16 pkts/3691 bytes <-> 16 pkts/6740 bytes][Goodput ratio: 75/87][135.27 sec][bytes ratio: -0.292 (Download)][IAT c2s/s2c min/avg/max/stddev: 1/2 11234/11261 72591/72890 25060/25130][Pkt Len c2s/s2c min/avg/max/stddev: 60/54 231/421 640/1514 243/403][Risk: ** Obsolete TLS version (< 1.1) **][TLSv1][Client: www.t3i3ru.com][JA3C: 581a3c7f54555512b8cd16e87dfe165b][JA3S: 184d532a16876b78846ae6a03f654890][Issuer: CN=www.wohgpas45j6ucw.com][Subject: CN=www.7d43ah2kikrabj.net][Certificate SHA-1: F9:1D:5F:89:8F:D8:58:1E:45:E7:9B:A6:FD:90:95:77:FF:DD:E8:1B][Validity: 2013-09-11 00:00:00 - 2013-11-24 23:59:59][Cipher: TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA][Plen Bins: 0,5,11,0,5,0,5,0,0,0,0,0,0,0,0,0,0,0,61,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0]
diff --git a/tests/result/weibo.pcap.out b/tests/result/weibo.pcap.out
index 552dfa20f..887275d4e 100644
--- a/tests/result/weibo.pcap.out
+++ b/tests/result/weibo.pcap.out
@@ -28,7 +28,7 @@ JA3 Host Stats:
16 UDP 192.168.1.105:51440 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/72 bytes <-> 1 pkts/171 bytes][Goodput ratio: 41/75][0.19 sec][Host: g.alicdn.com][47.89.65.229][PLAIN TEXT (alicdn)][Plen Bins: 50,0,0,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
17 UDP 192.168.1.105:33822 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/76 bytes <-> 1 pkts/166 bytes][Goodput ratio: 44/74][0.47 sec][Host: login.taobao.com][140.205.170.63][PLAIN TEXT (taobao)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
18 UDP 192.168.1.105:18035 <-> 192.168.1.1:53 [proto: 5.200/DNS.Sina(Weibo)][cat: SocialNetwork/6][1 pkts/81 bytes <-> 1 pkts/159 bytes][Goodput ratio: 48/73][0.11 sec][Host: u1.img.mobile.sina.cn][222.73.28.96][PLAIN TEXT (mobile)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
- 19 UDP 192.168.1.105:50640 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/77 bytes <-> 1 pkts/157 bytes][Goodput ratio: 45/73][0.47 sec][Host: acjstb.aliyun.com][42.156.184.19][PLAIN TEXT (alibabadns)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
+ 19 UDP 192.168.1.105:50640 <-> 192.168.1.1:53 [proto: 5/DNS][cat: Network/14][1 pkts/77 bytes <-> 1 pkts/157 bytes][Goodput ratio: 45/73][0.47 sec][Host: acjstb.aliyun.com][42.156.184.19][Risk: ** Suspicious DGA domain name **][PLAIN TEXT (alibabadns)][Plen Bins: 0,50,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
20 UDP 192.168.1.105:7148 <-> 192.168.1.1:53 [proto: 5.200/DNS.Sina(Weibo)][cat: SocialNetwork/6][1 pkts/73 bytes <-> 1 pkts/142 bytes][Goodput ratio: 42/70][0.06 sec][Host: www.weibo.com][93.188.134.137][Plen Bins: 50,0,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
21 TCP 192.168.1.105:35808 <-> 93.188.134.246:80 [proto: 7/HTTP][cat: Web/5][2 pkts/140 bytes <-> 1 pkts/74 bytes][Goodput ratio: 0/0][0.06 sec][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]
22 TCP 192.168.1.105:50831 <-> 47.89.65.229:443 [proto: 91/TLS][cat: Web/5][2 pkts/128 bytes <-> 1 pkts/66 bytes][Goodput ratio: 0/0][0.22 sec][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]