Datasets:

Mouwiya
/

UNSW-NB15

+No.,Name,Type ,Description
+1,srcip,nominal,Source IP address
+2,sport,integer,Source port number
+3,dstip,nominal,Destination IP address
+4,dsport,integer,Destination port number
+5,proto,nominal,Transaction protocol
+6,state,nominal,"Indicates to the state and its dependent protocol, e.g. ACC, CLO, CON, ECO, ECR, FIN, INT, MAS, PAR, REQ, RST, TST, TXD, URH, URN, and (-) (if not used state)"
+7,dur,Float,Record total duration
+8,sbytes,Integer,Source to destination transaction bytes
+9,dbytes,Integer,Destination to source transaction bytes
+10,sttl,Integer,Source to destination time to live value
+11,dttl,Integer,Destination to source time to live value
+12,sloss,Integer,Source packets retransmitted or dropped
+13,dloss,Integer,Destination packets retransmitted or dropped
+14,service,nominal,"http, ftp, smtp, ssh, dns, ftp-data ,irc  and (-) if not much used service"
+15,Sload,Float,Source bits per second
+16,Dload,Float,Destination bits per second
+17,Spkts,integer,Source to destination packet count
+18,Dpkts,integer,Destination to source packet count
+19,swin,integer,Source TCP window advertisement value
+20,dwin,integer,Destination TCP window advertisement value
+21,stcpb,integer,Source TCP base sequence number
+22,dtcpb,integer,Destination TCP base sequence number
+23,smeansz,integer,Mean of the ?ow packet size transmitted by the src
+24,dmeansz,integer,Mean of the ?ow packet size transmitted by the dst
+25,trans_depth,integer,Represents the pipelined depth into the connection of http request/response transaction
+26,res_bdy_len,integer,Actual uncompressed content size of the data transferred from the server�s http service.
+27,Sjit,Float,Source jitter (mSec)
+28,Djit,Float,Destination jitter (mSec)
+29,Stime,Timestamp,record start time
+30,Ltime,Timestamp,record last time
+31,Sintpkt,Float,Source interpacket arrival time (mSec)
+32,Dintpkt,Float,Destination interpacket arrival time (mSec)
+33,tcprtt,Float,"TCP connection setup round-trip time, the sum of �synack� and �ackdat�."
+34,synack,Float,"TCP connection setup time, the time between the SYN and the SYN_ACK packets."
+35,ackdat,Float,"TCP connection setup time, the time between the SYN_ACK and the ACK packets."
+36,is_sm_ips_ports,Binary,"If source (1) and destination (3)IP addresses equal and port numbers (2)(4)  equal then, this variable takes value 1 else 0"
+37,ct_state_ttl,Integer,No. for each state (6) according to specific range of values for source/destination time to live (10) (11).
+38,ct_flw_http_mthd,Integer,No. of flows that has methods such as Get and Post in http service.
+39,is_ftp_login,Binary,If the ftp session is accessed by user and password then 1 else 0.
+40,ct_ftp_cmd,integer,No of flows that has a command in ftp session.
+41,ct_srv_src,integer,No. of connections that contain the same service (14) and source address (1) in 100 connections according to the last time (26).
+42,ct_srv_dst,integer,No. of connections that contain the same service (14) and destination address (3) in 100 connections according to the last time (26).
+43,ct_dst_ltm,integer,No. of connections of the same destination address (3) in 100 connections according to the last time (26).
+44,ct_src_ ltm,integer,No. of connections of the same source address (1) in 100 connections according to the last time (26).
+45,ct_src_dport_ltm,integer,No of connections of the same source address (1) and the destination port (4) in 100 connections according to the last time (26).
+46,ct_dst_sport_ltm,integer,No of connections of the same destination address (3) and the source port (2) in 100 connections according to the last time (26).
+47,ct_dst_src_ltm,integer,No of connections of the same source (1) and the destination (3) address in in 100 connections according to the last time (26).
+48,attack_cat,nominal,"The name of each attack category. In this data set , nine categories e.g. Fuzzers, Analysis, Backdoors, DoS Exploits, Generic, Reconnaissance, Shellcode and Worms"
+49,Label,binary,0 for normal and 1 for attack records