Datasets:
feat: dataSets Upload
Browse files- .gitattributes +2 -0
- Data/test.csv +3 -0
- Data/train.csv +3 -0
- README.md +4 -0
- UNSW-NB15_LIST_EVENTS.csv +209 -0
.gitattributes
CHANGED
@@ -53,3 +53,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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Data/test.csv filter=lfs diff=lfs merge=lfs -text
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Data/train.csv filter=lfs diff=lfs merge=lfs -text
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Data/test.csv
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:bec7dd5ec88dc2a0ccc7a07879d338395ed7421750f675fd0339e07dfe0648fa
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size 32293018
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Data/train.csv
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:734fe6642edf758f7c94d7d9149426b49d202fe8e7bf0bef47392489c3c0a559
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size 15380800
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README.md
ADDED
@@ -0,0 +1,4 @@
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# UNSW-NB15
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UNSW-NB15_LIST_EVENTS.csv
ADDED
@@ -0,0 +1,209 @@
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1 |
+
Attack category,Attack subcategory,Number of events
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2 |
+
normal,,2218761
|
3 |
+
Fuzzers ,FTP,558
|
4 |
+
Fuzzers ,HTTP,1497
|
5 |
+
Fuzzers ,RIP,3550
|
6 |
+
Fuzzers ,SMB,5245
|
7 |
+
Fuzzers ,Syslog,1851
|
8 |
+
Fuzzers ,PPTP,1583
|
9 |
+
Fuzzers, FTP,248
|
10 |
+
Fuzzers,DCERPC,164
|
11 |
+
Fuzzers,OSPF,993
|
12 |
+
Fuzzers ,TFTP,193
|
13 |
+
Fuzzers , DCERPC ,455
|
14 |
+
Fuzzers , OSPF,1746
|
15 |
+
Fuzzers ,BGP,6163
|
16 |
+
Reconnaissance ,Telnet,6
|
17 |
+
Reconnaissance ,SNMP,69
|
18 |
+
Reconnaissance , SunRPC Portmapper (TCP) UDP Service,2030
|
19 |
+
Reconnaissance , SunRPC Portmapper (TCP) TCP Service ,2026
|
20 |
+
Reconnaissance ,SunRPC Portmapper (UDP) UDP Service,2045
|
21 |
+
Reconnaissance ,NetBIOS,5
|
22 |
+
Reconnaissance ,DNS,35
|
23 |
+
Reconnaissance ,HTTP,1867
|
24 |
+
Reconnaissance ,SunRPC Portmapper (UDP),2028
|
25 |
+
Reconnaissance , ICMP,1739
|
26 |
+
Reconnaissance , SCTP,367
|
27 |
+
Reconnaissance ,MSSQL,5
|
28 |
+
Reconnaissance ,SMTP,6
|
29 |
+
Shellcode ,FreeBSD,45
|
30 |
+
Shellcode ,HP-UX ,12
|
31 |
+
Shellcode ,NetBSD ,45
|
32 |
+
Shellcode ,AIX,11
|
33 |
+
Shellcode ,SCO Unix,12
|
34 |
+
Shellcode ,Linux,236
|
35 |
+
Shellcode ,Decoders,102
|
36 |
+
Shellcode ,IRIX,12
|
37 |
+
Shellcode ,OpenBSD,22
|
38 |
+
Shellcode , Mac OS X,149
|
39 |
+
Shellcode ,BSD,252
|
40 |
+
Shellcode ,Windows,173
|
41 |
+
Shellcode ,BSDi,94
|
42 |
+
Shellcode ,Multiple OS,56
|
43 |
+
Shellcode ,Solaris,67
|
44 |
+
Analysis,HTML,616
|
45 |
+
Analysis,Port Scanner,2055
|
46 |
+
Analysis,Spam ,6
|
47 |
+
Backdoors, ,2329
|
48 |
+
DoS, Ethernet,860
|
49 |
+
DoS, Microsoft Office,292
|
50 |
+
DoS, VNC,11
|
51 |
+
DoS,IRC,1
|
52 |
+
DoS,RDP,1319
|
53 |
+
DoS,TCP,30
|
54 |
+
DoS,VNC,2
|
55 |
+
DoS, FTP,69
|
56 |
+
DoS, LDAP,3
|
57 |
+
DoS, Oracle ,6
|
58 |
+
DoS, TCP,1712
|
59 |
+
DoS, TFTP,18
|
60 |
+
DoS,DCERPC,6
|
61 |
+
DoS,XINETD,24
|
62 |
+
DoS, IRC,6
|
63 |
+
DoS, SNMP,5
|
64 |
+
DoS,ISAKMP,14
|
65 |
+
DoS,NTP,2
|
66 |
+
DoS,Telnet,13
|
67 |
+
DoS,CUPS,1
|
68 |
+
DoS,Hypervisor,6
|
69 |
+
DoS,ICMP,1478
|
70 |
+
DoS,SunRPC,3
|
71 |
+
DoS, IMAP,7
|
72 |
+
DoS,Asterisk,1210
|
73 |
+
DoS,Browser,1061
|
74 |
+
DoS,Cisco Skinny,6
|
75 |
+
DoS,SIP,60
|
76 |
+
DoS,SMTP,4
|
77 |
+
DoS,SNMP,29
|
78 |
+
DoS,SSL,20
|
79 |
+
DoS,TFTP,3
|
80 |
+
DoS, SMTP,21
|
81 |
+
DoS,DNS,375
|
82 |
+
DoS,IIS Web Server,23
|
83 |
+
DoS,Miscellaneous,3528
|
84 |
+
DoS,RTSP,27
|
85 |
+
DoS, Common Unix Print System (CUPS),6
|
86 |
+
DoS, SunRPC,17
|
87 |
+
DoS,IGMP,1267
|
88 |
+
DoS,Microsoft Office,49
|
89 |
+
DoS,HTTP,1357
|
90 |
+
DoS,LDAP,17
|
91 |
+
DoS,NetBIOS/SMB,1262
|
92 |
+
DoS,Oracle,1
|
93 |
+
DoS,Windows Explorer,122
|
94 |
+
Exploits, Evasions,212
|
95 |
+
Exploits, SCCP,16
|
96 |
+
Exploits, SSL ,33
|
97 |
+
Exploits, VNC,27
|
98 |
+
Exploits,Backup Appliance,162
|
99 |
+
Exploits,Browser ,7925
|
100 |
+
Exploits,Clientside Microsoft Office,130
|
101 |
+
Exploits,Interbase,21
|
102 |
+
Exploits,Miscellaneous Batch,1578
|
103 |
+
Exploits,SOCKS,6
|
104 |
+
Exploits,TCP,3
|
105 |
+
Exploits, Apache,1878
|
106 |
+
Exploits, IMAP,36
|
107 |
+
Exploits, Microsoft IIS,296
|
108 |
+
Exploits, SOCKS,1
|
109 |
+
Exploits,Clientside,657
|
110 |
+
Exploits,Clientside Microsoft Paint ,8
|
111 |
+
Exploits,IDS,81
|
112 |
+
Exploits,SSH,2
|
113 |
+
Exploits, ICMP,1226
|
114 |
+
Exploits, IDS,18
|
115 |
+
Exploits,DCERPC ,121
|
116 |
+
Exploits,FTP,244
|
117 |
+
Exploits,RADIUS,569
|
118 |
+
Exploits,SSL,6
|
119 |
+
Exploits,WINS ,3
|
120 |
+
Exploits, Clientside,4480
|
121 |
+
Exploits, Clientside Microsoft ,120
|
122 |
+
Exploits, POP3,35
|
123 |
+
Exploits, SSH,12
|
124 |
+
Exploits, TCP,912
|
125 |
+
Exploits, Unix r Service,38
|
126 |
+
Exploits, WINS,18
|
127 |
+
Exploits,Cisco IOS,579
|
128 |
+
Exploits,Clientside Microsoft Media Player ,18
|
129 |
+
Exploits,Dameware,6
|
130 |
+
Exploits,IMAP,6
|
131 |
+
Exploits,LPD ,6
|
132 |
+
Exploits,MSSQL ,26
|
133 |
+
Exploits,Office Document,417
|
134 |
+
Exploits,RTSP,676
|
135 |
+
Exploits,SCADA,932
|
136 |
+
Exploits,VNC,5
|
137 |
+
Exploits,Webserver,465
|
138 |
+
Exploits, All,6
|
139 |
+
Exploits, LDAP,75
|
140 |
+
Exploits, NNTP,18
|
141 |
+
Exploits, Office Document,2433
|
142 |
+
Exploits, RTSP,12
|
143 |
+
Exploits,IGMP,350
|
144 |
+
Exploits,Oracle,187
|
145 |
+
Exploits,RDesktop,14
|
146 |
+
Exploits,Telnet,122
|
147 |
+
Exploits,Unix 'r' Service,6
|
148 |
+
Exploits, LPD,35
|
149 |
+
Exploits,All ,1
|
150 |
+
Exploits,Apache,37
|
151 |
+
Exploits,ICMP ,3
|
152 |
+
Exploits,Microsoft IIS,51
|
153 |
+
Exploits,PHP,999
|
154 |
+
Exploits,SMB,2130
|
155 |
+
Exploits,SunRPC,74
|
156 |
+
Exploits,Web Application,4639
|
157 |
+
Exploits, PHP,17
|
158 |
+
Exploits,DNS,181
|
159 |
+
Exploits,Evasions,37
|
160 |
+
Exploits,NNTP,3
|
161 |
+
Exploits,SMTP,772
|
162 |
+
Exploits, RADIUS,8
|
163 |
+
Exploits,Browser FTP,1981
|
164 |
+
Exploits,Miscellaneous,5178
|
165 |
+
Exploits,PPTP,13
|
166 |
+
Exploits,SCCP,3
|
167 |
+
Exploits,SIP,1043
|
168 |
+
Exploits,TFTP,87
|
169 |
+
Generic,All,7
|
170 |
+
Generic,SIP,436
|
171 |
+
Generic, HTTP,1
|
172 |
+
Generic,SMTP,247
|
173 |
+
Generic, IXIA,7395
|
174 |
+
Generic, TFTP,116
|
175 |
+
Generic,IXIA,207243
|
176 |
+
Generic,Superflow,10
|
177 |
+
Generic,HTTP,5
|
178 |
+
Generic,TFTP,21
|
179 |
+
Reconnaissance,DNS,6
|
180 |
+
Reconnaissance,SMTP,1
|
181 |
+
Reconnaissance,HTTP,314
|
182 |
+
Reconnaissance,SNMP,12
|
183 |
+
Reconnaissance,SunRPC Portmapper (UDP) TCP Service,349
|
184 |
+
Reconnaissance,MSSQL,1
|
185 |
+
Reconnaissance,NetBIOS ,1
|
186 |
+
Reconnaissance,SCTP,2
|
187 |
+
Reconnaissance,SunRPC,2
|
188 |
+
Reconnaissance,Telnet,1
|
189 |
+
Reconnaissance,ICMP,26
|
190 |
+
Reconnaissance,SunRPC Portmapper (TCP) TCP Service,349
|
191 |
+
Reconnaissance,SunRPC Portmapper (TCP) UDP Service,349
|
192 |
+
Reconnaissance, SunRPC Portmapper (UDP) UDP Service ,346
|
193 |
+
Shellcode,FreeBSD,8
|
194 |
+
Shellcode,Linux,39
|
195 |
+
Shellcode,OpenBSD,4
|
196 |
+
Shellcode, SCO Unix ,2
|
197 |
+
Shellcode,HP-UX,2
|
198 |
+
Shellcode,Mac OS X,26
|
199 |
+
Shellcode,NetBSD,8
|
200 |
+
Shellcode,BSD,44
|
201 |
+
Shellcode,BSDi,16
|
202 |
+
Shellcode,IRIX,2
|
203 |
+
Shellcode,AIX,2
|
204 |
+
Shellcode,Windows,30
|
205 |
+
Shellcode,Decoders,18
|
206 |
+
Shellcode,Multiple OS,10
|
207 |
+
Shellcode,Solaris,12
|
208 |
+
Worms, ,174
|
209 |
+
,Total ,2540044
|