feat: dataSets Upload

.gitattributes

@@ -53,3 +53,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+Data/test.csv filter=lfs diff=lfs merge=lfs -text
+Data/train.csv filter=lfs diff=lfs merge=lfs -text

Data/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bec7dd5ec88dc2a0ccc7a07879d338395ed7421750f675fd0339e07dfe0648fa
+size 32293018

Data/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:734fe6642edf758f7c94d7d9149426b49d202fe8e7bf0bef47392489c3c0a559
+size 15380800

README.md

@@ -0,0 +1,4 @@
+# UNSW-NB15
+
+
+

UNSW-NB15_LIST_EVENTS.csv

@@ -0,0 +1,209 @@
+Attack category,Attack subcategory,Number of events
+normal,,2218761
+ Fuzzers ,FTP,558
+ Fuzzers ,HTTP,1497
+ Fuzzers ,RIP,3550
+ Fuzzers ,SMB,5245
+ Fuzzers ,Syslog,1851
+ Fuzzers ,PPTP,1583
+ Fuzzers, FTP,248
+ Fuzzers,DCERPC,164
+ Fuzzers,OSPF,993
+ Fuzzers ,TFTP,193
+ Fuzzers , DCERPC ,455
+ Fuzzers , OSPF,1746
+ Fuzzers ,BGP,6163
+ Reconnaissance ,Telnet,6
+ Reconnaissance ,SNMP,69
+ Reconnaissance , SunRPC Portmapper (TCP) UDP Service,2030
+ Reconnaissance , SunRPC Portmapper (TCP) TCP Service ,2026
+ Reconnaissance ,SunRPC Portmapper (UDP) UDP Service,2045
+ Reconnaissance ,NetBIOS,5
+ Reconnaissance ,DNS,35
+ Reconnaissance ,HTTP,1867
+ Reconnaissance ,SunRPC Portmapper (UDP),2028
+ Reconnaissance , ICMP,1739
+ Reconnaissance , SCTP,367
+ Reconnaissance ,MSSQL,5
+ Reconnaissance ,SMTP,6
+ Shellcode ,FreeBSD,45
+ Shellcode ,HP-UX ,12
+ Shellcode ,NetBSD ,45
+ Shellcode ,AIX,11
+ Shellcode ,SCO Unix,12
+ Shellcode ,Linux,236
+ Shellcode ,Decoders,102
+ Shellcode ,IRIX,12
+ Shellcode ,OpenBSD,22
+ Shellcode , Mac OS X,149
+ Shellcode ,BSD,252
+ Shellcode ,Windows,173
+ Shellcode ,BSDi,94
+ Shellcode ,Multiple OS,56
+ Shellcode ,Solaris,67
+Analysis,HTML,616
+Analysis,Port Scanner,2055
+Analysis,Spam ,6
+Backdoors, ,2329
+DoS, Ethernet,860
+DoS, Microsoft Office,292
+DoS, VNC,11
+DoS,IRC,1
+DoS,RDP,1319
+DoS,TCP,30
+DoS,VNC,2
+DoS, FTP,69
+DoS, LDAP,3
+DoS, Oracle ,6
+DoS, TCP,1712
+DoS, TFTP,18
+DoS,DCERPC,6
+DoS,XINETD,24
+DoS, IRC,6
+DoS, SNMP,5
+DoS,ISAKMP,14
+DoS,NTP,2
+DoS,Telnet,13
+DoS,CUPS,1
+DoS,Hypervisor,6
+DoS,ICMP,1478
+DoS,SunRPC,3
+DoS, IMAP,7
+DoS,Asterisk,1210
+DoS,Browser,1061
+DoS,Cisco Skinny,6
+DoS,SIP,60
+DoS,SMTP,4
+DoS,SNMP,29
+DoS,SSL,20
+DoS,TFTP,3
+DoS, SMTP,21
+DoS,DNS,375
+DoS,IIS Web Server,23
+DoS,Miscellaneous,3528
+DoS,RTSP,27
+DoS, Common Unix Print System (CUPS),6
+DoS, SunRPC,17
+DoS,IGMP,1267
+DoS,Microsoft Office,49
+DoS,HTTP,1357
+DoS,LDAP,17
+DoS,NetBIOS/SMB,1262
+DoS,Oracle,1
+DoS,Windows Explorer,122
+Exploits, Evasions,212
+Exploits, SCCP,16
+Exploits, SSL ,33
+Exploits, VNC,27
+Exploits,Backup Appliance,162
+Exploits,Browser ,7925
+Exploits,Clientside Microsoft Office,130
+Exploits,Interbase,21
+Exploits,Miscellaneous Batch,1578
+Exploits,SOCKS,6
+Exploits,TCP,3
+Exploits, Apache,1878
+Exploits, IMAP,36
+Exploits, Microsoft IIS,296
+Exploits, SOCKS,1
+Exploits,Clientside,657
+Exploits,Clientside Microsoft Paint ,8
+Exploits,IDS,81
+Exploits,SSH,2
+Exploits, ICMP,1226
+Exploits, IDS,18
+Exploits,DCERPC ,121
+Exploits,FTP,244
+Exploits,RADIUS,569
+Exploits,SSL,6
+Exploits,WINS ,3
+Exploits, Clientside,4480
+Exploits, Clientside Microsoft ,120
+Exploits, POP3,35
+Exploits, SSH,12
+Exploits, TCP,912
+Exploits, Unix r Service,38
+Exploits, WINS,18
+Exploits,Cisco IOS,579
+Exploits,Clientside Microsoft Media Player ,18
+Exploits,Dameware,6
+Exploits,IMAP,6
+Exploits,LPD ,6
+Exploits,MSSQL ,26
+Exploits,Office Document,417
+Exploits,RTSP,676
+Exploits,SCADA,932
+Exploits,VNC,5
+Exploits,Webserver,465
+Exploits, All,6
+Exploits, LDAP,75
+Exploits, NNTP,18
+Exploits, Office Document,2433
+Exploits, RTSP,12
+Exploits,IGMP,350
+Exploits,Oracle,187
+Exploits,RDesktop,14
+Exploits,Telnet,122
+Exploits,Unix 'r' Service,6
+Exploits, LPD,35
+Exploits,All ,1
+Exploits,Apache,37
+Exploits,ICMP ,3
+Exploits,Microsoft IIS,51
+Exploits,PHP,999
+Exploits,SMB,2130
+Exploits,SunRPC,74
+Exploits,Web Application,4639
+Exploits, PHP,17
+Exploits,DNS,181
+Exploits,Evasions,37
+Exploits,NNTP,3
+Exploits,SMTP,772
+Exploits, RADIUS,8
+Exploits,Browser FTP,1981
+Exploits,Miscellaneous,5178
+Exploits,PPTP,13
+Exploits,SCCP,3
+Exploits,SIP,1043
+Exploits,TFTP,87
+Generic,All,7
+Generic,SIP,436
+Generic, HTTP,1
+Generic,SMTP,247
+Generic, IXIA,7395
+Generic, TFTP,116
+Generic,IXIA,207243
+Generic,Superflow,10
+Generic,HTTP,5
+Generic,TFTP,21
+Reconnaissance,DNS,6
+Reconnaissance,SMTP,1
+Reconnaissance,HTTP,314
+Reconnaissance,SNMP,12
+Reconnaissance,SunRPC Portmapper (UDP) TCP Service,349
+Reconnaissance,MSSQL,1
+Reconnaissance,NetBIOS ,1
+Reconnaissance,SCTP,2
+Reconnaissance,SunRPC,2
+Reconnaissance,Telnet,1
+Reconnaissance,ICMP,26
+Reconnaissance,SunRPC Portmapper (TCP) TCP Service,349
+Reconnaissance,SunRPC Portmapper (TCP) UDP Service,349
+Reconnaissance, SunRPC Portmapper (UDP) UDP Service ,346
+Shellcode,FreeBSD,8
+Shellcode,Linux,39
+Shellcode,OpenBSD,4
+Shellcode, SCO Unix ,2
+Shellcode,HP-UX,2
+Shellcode,Mac OS X,26
+Shellcode,NetBSD,8
+Shellcode,BSD,44
+Shellcode,BSDi,16
+Shellcode,IRIX,2
+Shellcode,AIX,2
+Shellcode,Windows,30
+Shellcode,Decoders,18
+Shellcode,Multiple OS,10
+Shellcode,Solaris,12
+Worms, ,174
+,Total ,2540044