org.knowm.datasets.nslkdd.NSLKDD Maven / Gradle / Ivy
/**
* (The MIT License)
*
* Copyright 2015 Knowm Inc. (http://knowm.org) and contributors.
* Copyright 2013-2015 Xeiam LLC (http://xeiam.com) and contributors.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy of
* this software and associated documentation files (the "Software"), to deal in
* the Software without restriction, including without limitation the rights to
* use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
* of the Software, and to permit persons to whom the Software is furnished to do
* so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
package org.knowm.datasets.nslkdd;
/**
* An explanation of the fields can be found here: https://archive.ics.uci.edu/ml/machine-learning-databases/kddcup99-mld/task.html
*
* @author timmolter
*/
public class NSLKDD {
private int id;
private float duration;
private String protocol_type; // {'tcp','udp', 'icmp'}
private String service; // {'aol', 'auth', 'bgp', 'courier', 'csnet_ns', 'ctf', 'daytime', 'discard', 'domain', 'domain_u', 'echo', 'eco_i', 'ecr_i', 'efs', 'exec', 'finger', 'ftp', 'ftp_data',
// 'gopher', 'harvest', 'hostnames', 'http', 'http_2784', 'http_443', 'http_8001', 'imap4', 'IRC', 'iso_tsap', 'klogin', 'kshell', 'ldap', 'link', 'login', 'mtp', 'name',
// 'netbios_dgm', 'netbios_ns', 'netbios_ssn', 'netstat', 'nnsp', 'nntp', 'ntp_u', 'other', 'pm_dump', 'pop_2', 'pop_3', 'printer', 'private', 'red_i', 'remote_job', 'rje',
// 'shell', 'smtp', 'sql_net', 'ssh', 'sunrpc', 'supdup', 'systat', 'telnet', 'tftp_u', 'tim_i', 'time', 'urh_i', 'urp_i', 'uucp', 'uucp_path', 'vmnet', 'whois', 'X11',
// 'Z39_50'}
private String flag; // { 'OTH', 'REJ', 'RSTO', 'RSTOS0', 'RSTR', 'S0', 'S1', 'S2', 'S3', 'SF', 'SH' }
private float src_bytes;
private float dst_bytes;
private String land; // {'0', '1'}
private float wrong_fragment;
private float urgent;
private float hot;
private float num_failed_logins;
private String logged_in; // {'0', '1'}
private float num_compromised;
private float root_shell;
private float su_attempted;
private float num_root;
private float num_file_creations;
private float num_shells;
private float num_access_files;
private float num_outbound_cmds;
private String is_host_login; // {'0', '1'}
private String is_guest_login; // {'0', '1'}
private float concurrentcount;
private float srv_count;
private float serror_rate;
private float srv_serror_rate;
private float rerror_rate;
private float srv_rerror_rate;
private float same_srv_rate;
private float diff_srv_rate;
private float srv_diff_host_rate;
private float dst_host_count;
private float dst_host_srv_count;
private float dst_host_same_srv_rate;
private float dst_host_diff_srv_rate;
private float dst_host_same_src_port_rate;
private float dst_host_srv_diff_host_rate;
private float dst_host_serror_rate;
private float dst_host_srv_serror_rate;
private float dst_host_rerror_rate;
private float dst_host_srv_rerror_rate;
private String truth; // {'normal', 'anomaly'}
public int getId() {
return id;
}
public void setId(int id) {
this.id = id;
}
public float getDuration() {
return duration;
}
public void setDuration(float duration) {
this.duration = duration;
}
public String getProtocol_type() {
return protocol_type;
}
public void setProtocol_type(String protocol_type) {
this.protocol_type = protocol_type;
}
public String getService() {
return service;
}
public void setService(String service) {
this.service = service;
}
public String getFlag() {
return flag;
}
public void setFlag(String flag) {
this.flag = flag;
}
public float getSrc_bytes() {
return src_bytes;
}
public void setSrc_bytes(float src_bytes) {
this.src_bytes = src_bytes;
}
public float getDst_bytes() {
return dst_bytes;
}
public void setDst_bytes(float dst_bytes) {
this.dst_bytes = dst_bytes;
}
public String getLand() {
return land;
}
public void setLand(String land) {
this.land = land;
}
public float getWrong_fragment() {
return wrong_fragment;
}
public void setWrong_fragment(float wrong_fragment) {
this.wrong_fragment = wrong_fragment;
}
public float getUrgent() {
return urgent;
}
public void setUrgent(float urgent) {
this.urgent = urgent;
}
public float getHot() {
return hot;
}
public void setHot(float hot) {
this.hot = hot;
}
public float getNum_failed_logins() {
return num_failed_logins;
}
public void setNum_failed_logins(float num_failed_logins) {
this.num_failed_logins = num_failed_logins;
}
public String getLogged_in() {
return logged_in;
}
public void setLogged_in(String logged_in) {
this.logged_in = logged_in;
}
public float getNum_compromised() {
return num_compromised;
}
public void setNum_compromised(float num_compromised) {
this.num_compromised = num_compromised;
}
public float getRoot_shell() {
return root_shell;
}
public void setRoot_shell(float root_shell) {
this.root_shell = root_shell;
}
public float getSu_attempted() {
return su_attempted;
}
public void setSu_attempted(float su_attempted) {
this.su_attempted = su_attempted;
}
public float getNum_root() {
return num_root;
}
public void setNum_root(float num_root) {
this.num_root = num_root;
}
public float getNum_file_creations() {
return num_file_creations;
}
public void setNum_file_creations(float num_file_creations) {
this.num_file_creations = num_file_creations;
}
public float getNum_shells() {
return num_shells;
}
public void setNum_shells(float num_shells) {
this.num_shells = num_shells;
}
public float getNum_access_files() {
return num_access_files;
}
public void setNum_access_files(float num_access_files) {
this.num_access_files = num_access_files;
}
public float getNum_outbound_cmds() {
return num_outbound_cmds;
}
public void setNum_outbound_cmds(float num_outbound_cmds) {
this.num_outbound_cmds = num_outbound_cmds;
}
public String getIs_host_login() {
return is_host_login;
}
public void setIs_host_login(String is_host_login) {
this.is_host_login = is_host_login;
}
public String getIs_guest_login() {
return is_guest_login;
}
public void setIs_guest_login(String is_guest_login) {
this.is_guest_login = is_guest_login;
}
public float getConcurrentcount() {
return concurrentcount;
}
public void setConcurrentcount(float concurrentcount) {
this.concurrentcount = concurrentcount;
}
public float getSrv_count() {
return srv_count;
}
public void setSrv_count(float srv_count) {
this.srv_count = srv_count;
}
public float getSerror_rate() {
return serror_rate;
}
public void setSerror_rate(float serror_rate) {
this.serror_rate = serror_rate;
}
public float getSrv_serror_rate() {
return srv_serror_rate;
}
public void setSrv_serror_rate(float srv_serror_rate) {
this.srv_serror_rate = srv_serror_rate;
}
public float getRerror_rate() {
return rerror_rate;
}
public void setRerror_rate(float rerror_rate) {
this.rerror_rate = rerror_rate;
}
public float getSrv_rerror_rate() {
return srv_rerror_rate;
}
public void setSrv_rerror_rate(float srv_rerror_rate) {
this.srv_rerror_rate = srv_rerror_rate;
}
public float getSame_srv_rate() {
return same_srv_rate;
}
public void setSame_srv_rate(float same_srv_rate) {
this.same_srv_rate = same_srv_rate;
}
public float getDiff_srv_rate() {
return diff_srv_rate;
}
public void setDiff_srv_rate(float diff_srv_rate) {
this.diff_srv_rate = diff_srv_rate;
}
public float getSrv_diff_host_rate() {
return srv_diff_host_rate;
}
public void setSrv_diff_host_rate(float srv_diff_host_rate) {
this.srv_diff_host_rate = srv_diff_host_rate;
}
public float getDst_host_count() {
return dst_host_count;
}
public void setDst_host_count(float dst_host_count) {
this.dst_host_count = dst_host_count;
}
public float getDst_host_srv_count() {
return dst_host_srv_count;
}
public void setDst_host_srv_count(float dst_host_srv_count) {
this.dst_host_srv_count = dst_host_srv_count;
}
public float getDst_host_same_srv_rate() {
return dst_host_same_srv_rate;
}
public void setDst_host_same_srv_rate(float dst_host_same_srv_rate) {
this.dst_host_same_srv_rate = dst_host_same_srv_rate;
}
public float getDst_host_diff_srv_rate() {
return dst_host_diff_srv_rate;
}
public void setDst_host_diff_srv_rate(float dst_host_diff_srv_rate) {
this.dst_host_diff_srv_rate = dst_host_diff_srv_rate;
}
public float getDst_host_same_src_port_rate() {
return dst_host_same_src_port_rate;
}
public void setDst_host_same_src_port_rate(float dst_host_same_src_port_rate) {
this.dst_host_same_src_port_rate = dst_host_same_src_port_rate;
}
public float getDst_host_srv_diff_host_rate() {
return dst_host_srv_diff_host_rate;
}
public void setDst_host_srv_diff_host_rate(float dst_host_srv_diff_host_rate) {
this.dst_host_srv_diff_host_rate = dst_host_srv_diff_host_rate;
}
public float getDst_host_serror_rate() {
return dst_host_serror_rate;
}
public void setDst_host_serror_rate(float dst_host_serror_rate) {
this.dst_host_serror_rate = dst_host_serror_rate;
}
public float getDst_host_srv_serror_rate() {
return dst_host_srv_serror_rate;
}
public void setDst_host_srv_serror_rate(float dst_host_srv_serror_rate) {
this.dst_host_srv_serror_rate = dst_host_srv_serror_rate;
}
public float getDst_host_rerror_rate() {
return dst_host_rerror_rate;
}
public void setDst_host_rerror_rate(float dst_host_rerror_rate) {
this.dst_host_rerror_rate = dst_host_rerror_rate;
}
public float getDst_host_srv_rerror_rate() {
return dst_host_srv_rerror_rate;
}
public void setDst_host_srv_rerror_rate(float dst_host_srv_rerror_rate) {
this.dst_host_srv_rerror_rate = dst_host_srv_rerror_rate;
}
public String getTruth() {
return truth;
}
public void setTruth(String truth) {
this.truth = truth;
}
@Override
public String toString() {
return "NSLKDD [id=" + id + ", duration=" + duration + ", protocol_type=" + protocol_type + ", service=" + service + ", flag=" + flag
+ ", src_bytes=" + src_bytes + ", dst_bytes=" + dst_bytes + ", land=" + land + ", wrong_fragment=" + wrong_fragment + ", urgent=" + urgent
+ ", hot=" + hot + ", num_failed_logins=" + num_failed_logins + ", logged_in=" + logged_in + ", num_compromised=" + num_compromised
+ ", root_shell=" + root_shell + ", su_attempted=" + su_attempted + ", num_root=" + num_root + ", num_file_creations=" + num_file_creations
+ ", num_shells=" + num_shells + ", num_access_files=" + num_access_files + ", num_outbound_cmds=" + num_outbound_cmds + ", is_host_login="
+ is_host_login + ", is_guest_login=" + is_guest_login + ", concurrentcount=" + concurrentcount + ", srv_count=" + srv_count
+ ", serror_rate=" + serror_rate + ", srv_serror_rate=" + srv_serror_rate + ", rerror_rate=" + rerror_rate + ", srv_rerror_rate="
+ srv_rerror_rate + ", same_srv_rate=" + same_srv_rate + ", diff_srv_rate=" + diff_srv_rate + ", srv_diff_host_rate=" + srv_diff_host_rate
+ ", dst_host_count=" + dst_host_count + ", dst_host_srv_count=" + dst_host_srv_count + ", dst_host_same_srv_rate=" + dst_host_same_srv_rate
+ ", dst_host_diff_srv_rate=" + dst_host_diff_srv_rate + ", dst_host_same_src_port_rate=" + dst_host_same_src_port_rate
+ ", dst_host_srv_diff_host_rate=" + dst_host_srv_diff_host_rate + ", dst_host_serror_rate=" + dst_host_serror_rate
+ ", dst_host_srv_serror_rate=" + dst_host_srv_serror_rate + ", dst_host_rerror_rate=" + dst_host_rerror_rate + ", dst_host_srv_rerror_rate="
+ dst_host_srv_rerror_rate + ", truth=" + truth + "]";
}
}
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