Application of Computer Data Mining Technology Based on AKN Algorithm in Denial of Service Attack Defense Detection

Table 1

Identification types of test data.

Type	Meaning	Classification ID
Normal	Normal record	Normal
DoS	Denial of service attack	Back, land, Neptune, pod, smurf, teardrop
Probing	Surveillance and other detection activities	psweep, nmap, portsweep, satan
R2L	From remote machine unauthorized access	ftp_write, guess_passwd, imap, mul-tihop, phf, spy, warezclient, warez-master
U2R	Illegal access by ordinary users to local superuser privileges	Buffer_overflow, loadmodule, perl, rootkit