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Jeremy Janella
2026-05-09 23:21:13 -04:00
commit 75faa5c410
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applications-of-ai-in-infosec/demo_dataset.csv
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log_id,source_ip,destination_port,protocol,bytes_transferred,threat_level
10,10.0.0.100,STRING_PORT,FTP,4096,?
12,172.16.254.100,110,POP3,NEGATIVE,1
27,172.16.254.200,110,POP3,NON_NUMERIC,1
1,192.168.1.100,80,HTTP,1024,0
2,192.168.1.81,53,TLS,9765,0
3,192.168.1.147,80,SSH,1296,1
4,192.168.1.94,22,POP3,7185,0
5,192.168.1.55,110,DNS,5088,2
6,192.168.1.171,443,HTTPS,5989,2
7,192.168.1.196,22,SMTP,3166,2
8,192.168.1.67,443,HTTP,8279,1
9,192.168.1.66,22,SSH,6124,0
11,192.168.1.55,80,TLS,1003,1
13,192.168.1.84,80,DNS,4138,2
14,192.168.1.160,80,HTTP,7480,0
15,192.168.1.232,22,SMTP,6571,1
16,172.16.1.75,80,HTTP,1024,0
17,192.168.1.184,53,HTTP,6899,2
18,192.168.1.57,53,HTTPS,8014,2
19,192.168.1.64,110,POP3,1501,0
20,192.168.1.97,80,SSH,2965,2
21,192.168.1.55,25,DNS,1479,1
22,192.168.1.44,80,FTP,1629,2
23,192.168.1.166,22,HTTP,8243,1
24,192.168.1.220,53,UDP,6843,2
25,192.168.1.169,80,TLS,1215,0
26,192.168.1.168,80,SMTP,5966,1
28,192.168.1.247,22,DNS,2469,2
29,192.168.1.115,25,HTTP,5455,1
30,172.16.1.125,80,HTTP,1024,0
31,192.168.1.119,443,UNKNOWN,9513,2
32,192.168.1.62,110,HTTPS,6388,1
33,192.168.1.219,110,POP3,3057,1
34,192.168.1.203,443,SMTP,7564,2
35,192.168.1.200,STRING_PORT,FTP,4096,?
36,192.168.1.20,443,HTTP,7841,2
37,192.168.1.24,110,HTTP,5357,0
38,192.168.1.49,80,TLS,1676,1
39,192.168.1.228,110,POP3,3059,0
40,192.168.1.249,53,DNS,2090,0
41,10.0.0.300,25,SMTP,4096,0
42,192.168.1.237,53,UDP,4855,2
43,172.16.1.200,80,HTTP,1024,0
44,192.168.1.95,443,FTP,4993,1
45,192.168.1.61,110,HTTPS,498,0
46,192.168.1.135,80,POP3,4525,0
47,192.168.1.53,443,HTTP,2504,2
48,192.168.1.228,25,DNS,4310,0
49,192.168.1.112,443,SMTP,5450,0
50,192.168.1.33,53,UDP,5919,1
51,192.168.1.99,110,HTTP,2420,1
52,10.10.10.450,STRING_PORT,FTP,4096,?
53,192.168.1.247,110,TLS,4609,0
54,192.168.1.248,110,POP3,2224,1
55,192.168.1.249,53,HTTP,6022,1
56,,53,DNS,1024,0
57,192.168.1.9,22,SMTP,9659,2
58,192.168.1.475,,UDP,2048,1
59,192.168.1.126,80,HTTP,1252,1
60,192.168.1.155,80,FTP,4410,2
61,192.168.1.166,110,HTTPS,6158,2
62,192.168.1.77,110,POP3,4096,1
63,192.168.1.21,80,HTTP,1699,1
64,MISSING_IP,53,DNS,1024,0
65,192.168.1.53,110,SMTP,2846,2
66,192.168.1.600,UNUSED_PORT,UDP,2048,1
67,192.168.1.152,110,HTTP,5314,0
68,10.10.10.77,STRING_PORT,FTP,4096,?
69,192.168.1.68,110,TLS,8935,0
70,192.168.1.172,25,POP3,3264,1
71,192.168.1.32,80,HTTP,6991,2
72,MISSING_IP,53,DNS,1024,0
73,192.168.1.29,22,SMTP,2974,0
74,192.168.1.140,443,UDP,9390,0
75,172.16.1.400,80,HTTP,1024,0
76,192.168.1.244,443,FTP,4942,2
77,192.168.1.4,110,HTTPS,1054,0
78,192.168.1.43,443,POP3,7105,1
79,172.16.254.77,999999,HTTP,2048,1
80,192.168.1.72,25,DNS,4506,1
81,192.168.1.224,25,UNKNOWN,1161,1
82,192.168.1.40,110,UDP,4659,2
83,172.16.1.450,80,HTTP,1024,0
84,192.168.1.214,80,FTP,5726,0
85,192.168.1.240,443,SMTP,4993,1
86,192.168.1.204,443,POP3,1158,2
87,192.168.1.40,80,HTTP,7083,2
88,MISSING_IP,53,DNS,1024,0
89,10.10.10.700,443,TLS,512,1
90,192.168.1.125,25,UDP,5004,1
91,192.168.1.200,110,HTTP,2433,2
92,192.168.1.219,22,FTP,6949,1
93,INVALID_IP,110,POP3,4096,1
94,192.168.1.1050,53,DNS,NON_NUMERIC,0
95,192.168.1.174,80,HTTP,1649,2
96,MISSING_IP,25,SMTP,4096,1
97,192.168.1.60,80,HTTPS,4351,1
98,192.168.1.1100,UNUSED_PORT,UDP,2048,0
99,192.168.1.16,22,HTTP,9069,0
100,192.168.1.14,25,SMTP,1494,2
1 log_id source_ip destination_port protocol bytes_transferred threat_level
2 10 10.0.0.100 STRING_PORT FTP 4096 ?
3 12 172.16.254.100 110 POP3 NEGATIVE 1
4 27 172.16.254.200 110 POP3 NON_NUMERIC 1
5 1 192.168.1.100 80 HTTP 1024 0
6 2 192.168.1.81 53 TLS 9765 0
7 3 192.168.1.147 80 SSH 1296 1
8 4 192.168.1.94 22 POP3 7185 0
9 5 192.168.1.55 110 DNS 5088 2
10 6 192.168.1.171 443 HTTPS 5989 2
11 7 192.168.1.196 22 SMTP 3166 2
12 8 192.168.1.67 443 HTTP 8279 1
13 9 192.168.1.66 22 SSH 6124 0
14 11 192.168.1.55 80 TLS 1003 1
15 13 192.168.1.84 80 DNS 4138 2
16 14 192.168.1.160 80 HTTP 7480 0
17 15 192.168.1.232 22 SMTP 6571 1
18 16 172.16.1.75 80 HTTP 1024 0
19 17 192.168.1.184 53 HTTP 6899 2
20 18 192.168.1.57 53 HTTPS 8014 2
21 19 192.168.1.64 110 POP3 1501 0
22 20 192.168.1.97 80 SSH 2965 2
23 21 192.168.1.55 25 DNS 1479 1
24 22 192.168.1.44 80 FTP 1629 2
25 23 192.168.1.166 22 HTTP 8243 1
26 24 192.168.1.220 53 UDP 6843 2
27 25 192.168.1.169 80 TLS 1215 0
28 26 192.168.1.168 80 SMTP 5966 1
29 28 192.168.1.247 22 DNS 2469 2
30 29 192.168.1.115 25 HTTP 5455 1
31 30 172.16.1.125 80 HTTP 1024 0
32 31 192.168.1.119 443 UNKNOWN 9513 2
33 32 192.168.1.62 110 HTTPS 6388 1
34 33 192.168.1.219 110 POP3 3057 1
35 34 192.168.1.203 443 SMTP 7564 2
36 35 192.168.1.200 STRING_PORT FTP 4096 ?
37 36 192.168.1.20 443 HTTP 7841 2
38 37 192.168.1.24 110 HTTP 5357 0
39 38 192.168.1.49 80 TLS 1676 1
40 39 192.168.1.228 110 POP3 3059 0
41 40 192.168.1.249 53 DNS 2090 0
42 41 10.0.0.300 25 SMTP 4096 0
43 42 192.168.1.237 53 UDP 4855 2
44 43 172.16.1.200 80 HTTP 1024 0
45 44 192.168.1.95 443 FTP 4993 1
46 45 192.168.1.61 110 HTTPS 498 0
47 46 192.168.1.135 80 POP3 4525 0
48 47 192.168.1.53 443 HTTP 2504 2
49 48 192.168.1.228 25 DNS 4310 0
50 49 192.168.1.112 443 SMTP 5450 0
51 50 192.168.1.33 53 UDP 5919 1
52 51 192.168.1.99 110 HTTP 2420 1
53 52 10.10.10.450 STRING_PORT FTP 4096 ?
54 53 192.168.1.247 110 TLS 4609 0
55 54 192.168.1.248 110 POP3 2224 1
56 55 192.168.1.249 53 HTTP 6022 1
57 56 53 DNS 1024 0
58 57 192.168.1.9 22 SMTP 9659 2
59 58 192.168.1.475 UDP 2048 1
60 59 192.168.1.126 80 HTTP 1252 1
61 60 192.168.1.155 80 FTP 4410 2
62 61 192.168.1.166 110 HTTPS 6158 2
63 62 192.168.1.77 110 POP3 4096 1
64 63 192.168.1.21 80 HTTP 1699 1
65 64 MISSING_IP 53 DNS 1024 0
66 65 192.168.1.53 110 SMTP 2846 2
67 66 192.168.1.600 UNUSED_PORT UDP 2048 1
68 67 192.168.1.152 110 HTTP 5314 0
69 68 10.10.10.77 STRING_PORT FTP 4096 ?
70 69 192.168.1.68 110 TLS 8935 0
71 70 192.168.1.172 25 POP3 3264 1
72 71 192.168.1.32 80 HTTP 6991 2
73 72 MISSING_IP 53 DNS 1024 0
74 73 192.168.1.29 22 SMTP 2974 0
75 74 192.168.1.140 443 UDP 9390 0
76 75 172.16.1.400 80 HTTP 1024 0
77 76 192.168.1.244 443 FTP 4942 2
78 77 192.168.1.4 110 HTTPS 1054 0
79 78 192.168.1.43 443 POP3 7105 1
80 79 172.16.254.77 999999 HTTP 2048 1
81 80 192.168.1.72 25 DNS 4506 1
82 81 192.168.1.224 25 UNKNOWN 1161 1
83 82 192.168.1.40 110 UDP 4659 2
84 83 172.16.1.450 80 HTTP 1024 0
85 84 192.168.1.214 80 FTP 5726 0
86 85 192.168.1.240 443 SMTP 4993 1
87 86 192.168.1.204 443 POP3 1158 2
88 87 192.168.1.40 80 HTTP 7083 2
89 88 MISSING_IP 53 DNS 1024 0
90 89 10.10.10.700 443 TLS 512 1
91 90 192.168.1.125 25 UDP 5004 1
92 91 192.168.1.200 110 HTTP 2433 2
93 92 192.168.1.219 22 FTP 6949 1
94 93 INVALID_IP 110 POP3 4096 1
95 94 192.168.1.1050 53 DNS NON_NUMERIC 0
96 95 192.168.1.174 80 HTTP 1649 2
97 96 MISSING_IP 25 SMTP 4096 1
98 97 192.168.1.60 80 HTTPS 4351 1
99 98 192.168.1.1100 UNUSED_PORT UDP 2048 0
100 99 192.168.1.16 22 HTTP 9069 0
101 100 192.168.1.14 25 SMTP 1494 2