Dataset: NF-UNSW-NB15-V2.CSV

About this Dataset

NF-UNSW-NB15-V2.CSV

The NFF-UNSW-NB15 dataset is a network traffic dataset commonly used for network intrusion detection and network security research. The dataset is in CSV format and has about 23,97,275 instances and about 45 columns. The data gives out information about the network parameters like packages, streams, connections, etc.

Tables

Nf Unsw Nb15 V2

@kaggle.sankurisrinath_nf_unsw_nb15_v2csv.nf_unsw_nb15_v2

67.46 MB
2390275 rows
45 columns


CREATE TABLE nf_unsw_nb15_v2 (
  "ipv4_src_addr" VARCHAR,
  "l4_src_port" BIGINT,
  "ipv4_dst_addr" VARCHAR,
  "l4_dst_port" BIGINT,
  "protocol" BIGINT,
  "l7_proto" DOUBLE,
  "in_bytes" BIGINT,
  "in_pkts" BIGINT,
  "out_bytes" BIGINT,
  "out_pkts" BIGINT,
  "tcp_flags" BIGINT,
  "client_tcp_flags" BIGINT,
  "server_tcp_flags" BIGINT,
  "flow_duration_milliseconds" BIGINT,
  "duration_in" BIGINT,
  "duration_out" BIGINT,
  "min_ttl" BIGINT,
  "max_ttl" BIGINT,
  "longest_flow_pkt" BIGINT,
  "shortest_flow_pkt" BIGINT,
  "min_ip_pkt_len" BIGINT,
  "max_ip_pkt_len" BIGINT,
  "src_to_dst_second_bytes" DOUBLE,
  "dst_to_src_second_bytes" DOUBLE,
  "retransmitted_in_bytes" BIGINT,
  "retransmitted_in_pkts" BIGINT,
  "retransmitted_out_bytes" BIGINT,
  "retransmitted_out_pkts" BIGINT,
  "src_to_dst_avg_throughput" BIGINT,
  "dst_to_src_avg_throughput" BIGINT,
  "num_pkts_up_to_128_bytes" BIGINT,
  "num_pkts_128_to_256_bytes" BIGINT,
  "num_pkts_256_to_512_bytes" BIGINT,
  "num_pkts_512_to_1024_bytes" BIGINT,
  "num_pkts_1024_to_1514_bytes" BIGINT,
  "tcp_win_max_in" BIGINT,
  "tcp_win_max_out" BIGINT,
  "icmp_type" BIGINT,
  "icmp_ipv4_type" BIGINT,
  "dns_query_id" BIGINT,
  "dns_query_type" BIGINT,
  "dns_ttl_answer" BIGINT,
  "ftp_command_ret_code" DOUBLE,
  "label" BIGINT,
  "attack" VARCHAR
);