diff --git a/dataset/DM_data.csv b/dataset/DM_data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..074cdfeab1551a59063e6a44b71c384294911909
--- /dev/null
+++ b/dataset/DM_data.csv
@@ -0,0 +1,25193 @@
+"duration","protocol_type","service","flag","src_bytes","dst_bytes","land","wrong_fragment","hot","num_failed_logins","logged_in","num_compromised","root_shell","su_attempted","num_root","num_file_creations","num_shells","num_access_files","is_guest_login","count","srv_count","serror_rate","srv_serror_rate","rerror_rate","srv_rerror_rate","same_srv_rate","diff_srv_rate","srv_diff_host_rate","dst_host_count","dst_host_srv_count","dst_host_same_srv_rate","dst_host_diff_srv_rate","dst_host_same_src_port_rate","dst_host_srv_diff_host_rate","dst_host_serror_rate","dst_host_srv_serror_rate","dst_host_rerror_rate","dst_host_srv_rerror_rate","class","index_num"
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+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,134,4,1,1,0,0,0.03,0.06,0,255,4,0.02,0.07,0,0,1,1,0,0,"1",1968
+0,"0","99","7",223,1630,0,0,0,0,1,0,0,0,0,0,0,0,0,10,11,0,0,0,0,1,0,0.18,53,255,1,0,0.02,0.03,0,0,0,0,"0",1969
+0,"0","1","7",71,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,255,17,0.07,0.01,0.07,0,0.78,0,0,0,"0",1970
+0,"0","99","7",208,757,0,0,0,0,1,0,0,0,0,0,0,0,0,2,9,0,0,0,0,1,0,0.22,150,255,1,0,0.01,0.02,0,0,0,0,"0",1971
+5,"0","99","7",2540,323,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,255,124,0.49,0.02,0,0,0,0,0,0,"0",1972
+0,"1","17","7",46,86,0,0,0,0,0,0,0,0,0,0,0,0,0,193,193,0,0,0,0,1,0,0,255,255,1,0,0.01,0,0,0,0,0,"0",1973
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+0,"1","2","7",28,0,0,3,0,0,0,0,0,0,0,0,0,0,0,67,66,0.01,0,0,0,0.99,0.03,0,255,66,0.26,0.01,0.26,0,0,0,0,0,"1",1975
+0,"0","99","7",228,1590,0,0,0,0,1,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,"0",1976
+0,"0","99","7",307,2769,0,0,0,0,1,0,0,0,0,0,0,0,0,2,10,0,0,0,0,1,0,0.2,5,141,1,0,0.2,0.1,0,0,0,0,"0",1977
+0,"0","99","7",206,5524,0,0,0,0,1,0,0,0,0,0,0,0,0,11,11,0,0,0,0,1,0,0,71,255,1,0,0.01,0.04,0,0,0,0,"0",1978
+0,"0","1","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,33,12,0.97,1,0.03,0,0.36,0.09,0,255,5,0.02,0.06,0.01,0,1,1,0,0,"1",1979
+0,"0","99","7",296,1415,0,0,0,0,1,0,0,0,0,0,0,0,0,8,8,0,0,0,0,1,0,0,255,255,1,0,0.01,0,0,0,0,0,"0",1980
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,5,1,1,0,0,0.33,0.2,0,255,5,0.02,0.08,0,0,1,1,0,0,"1",1981
+0,"0","99","7",200,14210,0,0,0,0,1,0,0,0,0,0,0,0,0,7,7,0,0,0,0,1,0,0,52,255,1,0,0.02,0.04,0,0,0,0,"0",1982
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,8,1,1,0,0,0.04,0.06,0,255,15,0.06,0.05,0,0,1,1,0,0,"1",1983
+0,"0","99","7",241,2113,0,0,0,0,1,0,0,0,0,0,0,0,0,8,9,0,0,0,0,1,0,0.22,255,255,1,0,0,0,0,0,0,0,"0",1984
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+0,"0","99","7",218,36749,0,0,0,0,1,0,0,0,0,0,0,0,0,5,6,0,0,0,0,1,0,0.33,61,255,1,0,0.02,0.04,0,0,0,0,"0",1986
+0,"1","17","7",44,129,0,0,0,0,0,0,0,0,0,0,0,0,0,79,159,0,0,0,0,1,0,0.01,255,254,1,0.01,0,0,0,0,0,0,"0",1987
+0,"0","1","7",151,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,11,77,0.82,0.18,0.82,0.03,0,0,0,0,"0",1988
+0,"0","99","7",337,578,0,0,0,0,1,0,0,0,0,0,0,0,0,7,7,0,0,0,0,1,0,0,65,255,1,0,0.02,0.05,0,0,0,0,"0",1989
+0,"1","99","7",516,4,0,0,0,0,0,0,0,0,0,0,0,0,0,270,270,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,"0",1990
+0,"0","99","7",246,1718,0,0,0,0,1,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,255,255,1,0,0,0,0.01,0.01,0,0,"0",1991
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,147,7,1,1,0,0,0.05,0.05,0,255,3,0.01,0.07,0,0,1,1,0,0,"1",1992
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,278,17,1,1,0,0,0.06,0.05,0,255,5,0.02,0.09,0,0,1,1,0,0,"1",1993
+0,"0","99","7",228,1728,0,0,0,0,1,0,0,0,0,0,0,0,0,1,25,0,0,0,0,1,0,0.24,255,255,1,0,0,0,0,0,0,0,"0",1994
+0,"0","1","7",20658,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,140,39,0.28,0.04,0.28,0,0,0,0,0,"0",1995
+0,"1","17","7",44,132,0,0,0,0,0,0,0,0,0,0,0,0,0,241,317,0,0,0,0,1,0.01,0.01,255,247,0.97,0.01,0,0,0,0,0,0,"0",1996
+37749,"0","2","3",1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0,0,1,1,1,0,0,255,2,0.01,0.5,1,0,0,0,1,1,"1",1997
+0,"0","1","7",3676,0,0,0,0,0,1,0,0,0,0,0,0,0,0,8,8,0,0,0,0,1,0,0,174,121,0.62,0.02,0.62,0.02,0,0.01,0,0,"0",1998
+0,"0","99","7",301,10063,0,0,0,0,1,0,0,0,0,0,0,0,0,9,10,0,0,0,0,1,0,0.2,255,255,1,0,0,0,0,0,0,0,"0",1999
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,250,17,1,1,0,0,0.07,0.05,0,255,17,0.07,0.05,0,0,1,1,0,0,"1",2000
+1,"0","99","7",1186,370,0,0,0,0,1,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,1,2,158,1,0,0.5,0.02,0,0,0,0.04,"0",2001
+0,"0","99","7",1723,330,0,0,0,0,1,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,1,16,12,0.75,0.12,0.06,0,0,0,0,0,"0",2002
+0,"0","2","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,118,16,1,1,0,0,0.14,0.06,0,255,19,0.07,0.08,0,0,1,1,0,0,"1",2003
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+4,"0","2","8",6,18056,0,0,0,0,1,0,0,0,0,0,0,0,0,77,1,0,0,0.94,1,0.01,1,0,202,1,0,0.44,0,0,0,0,0.37,1,"1",2005
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+0,"0","99","7",220,3207,0,0,0,0,1,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,4,255,1,0,0.25,0.02,0,0,0,0,"0",2007
+0,"0","99","2",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,215,7,0,0,1,1,0.03,0.07,0,255,7,0.03,0.07,0,0,0,0,1,1,"1",2008
+0,"0","99","7",207,3452,0,0,0,0,1,0,0,0,0,0,0,0,0,9,13,0,0,0,0,1,0,0.15,255,255,1,0,0,0,0,0,0,0,"0",2009
+0,"0","2","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,98,2,0.98,1,0,0,0.02,0.07,0,255,7,0.03,0.06,0,0,1,1,0,0,"1",2010
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0.5,0.5,0,0,1,0,0,73,126,0.26,0.05,0.03,0.02,0.01,0.01,0,0,"0",2011
+1714,"1","99","7",146,105,0,0,0,0,0,0,0,0,0,0,0,0,0,4,2,0,0,0,0,0.5,0.5,0,255,2,0.01,0.66,0.9,0,0,0,0,0,"0",2012
+0,"0","99","7",54540,8314,0,0,2,0,1,1,0,0,0,0,0,0,0,5,5,0,0,0,0,1,0,0,13,13,1,0,0.08,0,0,0,0.08,0.08,"1",2013
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,297,14,1,1,0,0,0.05,0.05,0,255,8,0.03,0.07,0,0,1,1,0,0,"1",2014
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+0,"1","17","7",45,139,0,0,0,0,0,0,0,0,0,0,0,0,0,73,153,0,0,0,0,1,0,0.01,255,254,1,0.01,0,0,0,0,0,0,"0",2018
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+0,"0","99","7",54540,8314,0,0,2,0,1,1,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,13,13,1,0,0.08,0,0,0,0,0,"1",2023
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+0,"0","99","7",276,622,0,0,0,0,1,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,227,255,1,0,0,0.01,0,0,0,0,"0",25165
+0,"0","99","7",2499,2737,0,0,0,0,1,0,0,0,0,0,0,0,0,13,13,0,0,0,0,1,0,0,36,255,1,0,0.03,0.05,0,0,0,0,"0",25166
+0,"0","5","2",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,278,20,0,0,1,1,0.07,0.06,0,255,20,0.08,0.07,0,0,0,0,1,1,"1",25167
+0,"0","99","7",193,2408,0,0,0,0,1,0,0,0,0,0,0,0,0,15,20,0,0,0,0,1,0,0.15,255,255,1,0,0,0,0,0,0,0,"0",25168
+0,"0","99","7",252,6160,0,0,0,0,1,0,0,0,0,0,0,0,0,3,5,0,0,0,0,1,0,0.6,3,255,1,0,0.33,0.04,0,0,0,0,"0",25169
+0,"1","2","7",105,146,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,97,84,0.87,0.02,0.01,0,0,0,0,0,"0",25170
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,0,0,1,0,0,63,136,0.33,0.03,0.02,0.01,0.97,0.15,0,0,"1",25171
+0,"0","2","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,116,7,1,1,0,0,0.06,0.06,0,255,28,0.11,0.07,0,0,1,1,0,0,"1",25172
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,52,12,0.98,1,0.02,0,0.23,0.1,0,255,32,0.13,0.05,0.01,0,1,1,0,0,"1",25173
+0,"1","17","7",39,99,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,58,201,1,0,1,0.01,0,0,0,0,"0",25174
+0,"0","99","8",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,143,14,0,0,1,1,0.1,0.06,0,255,8,0.03,0.07,0,0,0,0,1,1,"1",25175
+10,"0","99","7",139,2257,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,1,7,1,0,1,0.86,0,0,0,0,"0",25176
+0,"0","1","7",748,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,58,27,0.12,0.07,0.12,0.07,0,0,0,0,"0",25177
+0,"0","99","7",293,2486,0,0,0,0,1,0,0,0,0,0,0,0,0,19,19,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,"0",25178
+0,"0","2","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,17,1,1,0,0,0.94,0.11,0,255,17,0.07,0.07,0,0,1,1,0,0,"1",25179
+0,"0","2","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,209,13,1,1,0,0,0.06,0.08,0,255,13,0.05,0.09,0,0,1,1,0,0,"1",25180
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,243,9,1,1,0,0,0.04,0.07,0,255,20,0.08,0.07,0,0,1,1,0,0,"1",25181
+0,"2","16","7",8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,50,0,0,0,0,1,0,1,2,246,1,0,1,0.5,0,0,0,0,"1",25182
+0,"0","99","2",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,1,0.12,0,0.85,1,0,1,0,255,1,0,1,0,0,0.16,0,0.82,1,"1",25183
+0,"0","2","2",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,314,1,0.03,0,0.95,1,0,1,0,255,1,0,1,0,0,0.04,0,0.96,1,"1",25184
+29,"0","99","7",329,1063,0,0,6,0,1,0,0,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,255,60,0.24,0.02,0,0,0,0,0.03,0.1,"0",25185
+1,"0","99","7",2896,333,0,0,0,0,1,0,0,0,0,0,0,0,0,1,3,0,0,0,0,1,0,1,12,11,0.92,0.17,0.08,0,0,0,0,0,"0",25186
+0,"0","99","5",339,14600,0,0,0,0,1,0,0,0,0,0,0,0,0,2,33,0.5,0.03,0,0,1,0,0.06,173,255,1,0,0.01,0.01,0.01,0,0.01,0,"0",25187
+0,"0","99","8",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,7,0,0,1,1,0.07,0.07,0,255,7,0.03,0.06,0,0,0,0,1,1,"1",25188
+0,"0","1","7",334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,1,39,1,0,1,0.18,0,0,0,0,"1",25189
+0,"0","2","2",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,105,7,0,0,1,1,0.07,0.07,0,255,13,0.05,0.07,0,0,0,0,1,1,"1",25190
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,129,18,1,1,0,0,0.14,0.06,0,255,20,0.08,0.06,0,0,1,1,0,0,"1",25191
+0,"0","99","4",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,38,9,1,1,0,0,0.24,0.11,0,255,49,0.19,0.03,0.01,0,1,1,0,0,"1",25192
diff --git a/dataset/readme.md b/dataset/readme.md
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..8e37a68e02502569a2f11f0dd58381d1a62a2a2e 100644
--- a/dataset/readme.md
+++ b/dataset/readme.md
@@ -0,0 +1,48 @@
+# IDS Dataset
+
+## 1. Dataset Parameter
+
+| parameter                   | type   | explanation                               |
+| --------------------------- | ------ | ----------------------------------------- |
+| duration                    | int    | 패킷의 수신이 시작되고 끝나기 까지의 시간 |
+| protocol_type               | object | 패킷 프로토콜 타입                        |
+| service                     | object |                                           |
+| flag                        | object |                                           |
+| src_bytes                   | int    |                                           |
+| dst_bytes                   | int    |                                           |
+| land                        | int    |                                           |
+| wrong_fragment              | int    |                                           |
+| urgent                      | int    |                                           |
+| hot                         | int    |                                           |
+| num_failed_logins           | int    |                                           |
+| logged_in                   | int    |                                           |
+| num_compromised             | int    |                                           |
+| root_shell                  | int    |                                           |
+| su_attempted                | int    |                                           |
+| num_root                    | int    |                                           |
+| num_file_creations          | int    |                                           |
+| num_shells                  | int    |                                           |
+| num_access_files            | int    |                                           |
+| num_outbound_cmds           | int    |                                           |
+| is_host_login               | int    |                                           |
+| is_guest_login              | int    |                                           |
+| count                       | int    |                                           |
+| srv_count                   | int    |                                           |
+| serror_rate                 | float  |                                           |
+| srv_serror_rate             | float  |                                           |
+| rerror_rate                 | float  |                                           |
+| srv_rerror_rate             | float  |                                           |
+| same_srv_rate               | float  |                                           |
+| diff_srv_rate               | float  |                                           |
+| srv_diff_host_rate          | float  |                                           |
+| dst_host_count              | int    |                                           |
+| dst_host_srv_count          | int    |                                           |
+| dst_host_same_srv_rate      | float  |                                           |
+| dst_host_diff_srv_rate      | float  |                                           |
+| dst_host_same_src_port_rate | float  |                                           |
+| dst_host_srv_diff_host_rate | float  |                                           |
+| dst_host_serror_rate        | float  |                                           |
+| dst_host_srv_serror_rate    | float  |                                           |
+| dst_host_rerror_rate        | float  |                                           |
+| dst_host_srv_rerror_rate    | float  |                                           |
+| class                       | object |                                           |