Dataset For Detection In Multi-IDS Environment

IDS data from a Multi-IDS environment Simulated in GNS3

@kaggle.arkaghoshcs_dataset_for_multi_ids_environment

Table List

4 tables(12.79 MB)

Ids 4

Ids 1

Ids 2

Ids 3

Ids 1

@kaggle.arkaghoshcs_dataset_for_multi_ids_environment.ids_1

3.17 MB
134225 rows
10 columns

packet_number Packet Number	src_ip Src Ip	dst_ip Dst Ip	protocol Protocol	src_port Src Port	dst_port Dst Port	tcp_payload_hex Tcp Payload Hex	tcp_payload_ascii Tcp Payload Ascii	is_attack Is Attack
1	192.168.40.2	192.168.20.2	TCP	8080	48856	nan	nan	no
2	192.168.20.2	192.168.40.2	TCP	48856	8080	nan	nan	no
3	192.168.20.2	192.168.40.2	TCP	48856	8080	474554202f20485454502f312e310d0a486f73743a203139322e3136382e34302e323a383038300d0a557365722d4167656e743a20707974686f6e2d72657175657374732f322e32382e310d0a4163636570742d456e636f64696e673a20677a69702c206465666c6174652c2062720d0a4163636570743a202a2f2a0d0a436f6e6e656374696f6e3a206b6565702d616c6976650d0a…	GET / HTTP/1.1 Host: 192.168.40.2:8080 User-Agent: python-requests/2.28.1 Accept-Encoding: gzip, deflate, br Accept: / Connection: keep-alive	no
4	192.168.40.2	192.168.20.2	TCP	8080	48856	nan	nan	no
5	192.168.40.2	192.168.20.2	TCP	8080	48856	485454502f312e3020323030204f4b0d0a5365727665723a2053696d706c65485454502f302e3620507974686f6e2f332e31312e320d0a446174653a2053756e2c203038204f637420323032332031353a30303a303520474d540d0a436f6e74656e742d747970653a20746578742f68746d6c3b20636861727365743d7574662d380d0a436f6e74656e742d4c656e6774683a203235…	HTTP/1.0 200 OK Server: SimpleHTTP/0.6 Python/3.11.2 Date: Sun, 08 Oct 2023 15:00:05 GMT Content-type: text/html; charset=utf-8 Content-Length: 2500	no
6	192.168.20.2	192.168.40.2	TCP	48856	8080	nan	nan	no
7	192.168.40.2	192.168.20.2	TCP	8080	48856	3c21444f43545950452048544d4c3e0a3c68746d6c206c616e673d22656e223e0a3c686561643e0a3c6d65746120636861727365743d227574662d38223e0a3c7469746c653e4469726563746f7279206c697374696e6720666f72202f3c2f7469746c653e0a3c2f686561643e0a3c626f64793e0a3c68313e4469726563746f7279206c697374696e6720666f72202f3c2f68313e0a…	<!DOCTYPE HTML> <html lang="en"> <head> <meta charset="utf-8"> <title>Directory listing for /</title> </head> <body> <h1>Directory listing for /</h1> <hr> <ul> <li><a href=".bash_logout">.bash_logout</a></li> <li><a href=".bashrc">.bashrc</a></li> <li><a href=".bashrc.original">.bashrc.original</a><…	no
8	192.168.20.2	192.168.40.2	TCP	48856	8080	nan	nan	no
9	192.168.40.2	192.168.20.2	TCP	8080	48856	742d686f737476657273696f6e2d747479372d636f6e74726f6c2e706964223e2e76626f78636c69656e742d686f737476657273696f6e2d747479372d636f6e74726f6c2e7069643c2f613e3c2f6c693e0a3c6c693e3c6120687265663d222e76626f78636c69656e742d7365616d6c6573732d747479372d636f6e74726f6c2e706964223e2e76626f78636c69656e742d7365616d…	t-hostversion-tty7-control.pid">.vboxclient-hostversion-tty7-control.pid</a></li> <li><a href=".vboxclient-seamless-tty7-control.pid">.vboxclient-seamless-tty7-control.pid</a></li> <li><a href=".vboxclient-seamless-tty7-service.pid">.vboxclient-seamless-tty7-service.pid</a></li> <li><a href=".vboxcl…	no
10	192.168.20.2	192.168.40.2	TCP	48856	8080	nan	nan	no


CREATE TABLE ids_1 (
  "packet_number" BIGINT,
  "src_ip" VARCHAR,
  "dst_ip" VARCHAR,
  "protocol" VARCHAR,
  "src_port" DOUBLE,
  "dst_port" DOUBLE,
  "tcp_payload_hex" VARCHAR,
  "tcp_payload_ascii" VARCHAR,
  "error" VARCHAR,
  "is_attack" VARCHAR
);