Not producing results

[Aadi1659]

Hey ! So I was trying out OMEN and wanted to see how it performs but I dont really know what I am actually doing wrong as OMEN is not producing results.

I trained OMEN on Rockyou dataset and tested on 2.6 million passwords as mentioned in the paper. I was expecting around 68% success rate for 1 B guesses on the test dataset. Screenshot from the paper

When I tried I got only 28 % success rate. I have tried this several times and also with MySpace dataset but again very poor results.
I even created the alphabet file as mentioned in one the Issues.
Am I doing something wrong? If anyone can help me, it will be really helpful! Thanks

I am leaving my enumNG log text down below:
=== log file for enumNG ===
-> run through successful

Start: Tue Nov 5 07:22:01 2024
End: Tue Nov 5 07:36:01 2024
Elapsed time: 0 hour(s), 14 minute(s) and 0 second(s)

== Settings ==

• lengthProbs
• lengthLevelFactor (0.000)
• maxAttempts: 1000000000
• simulatedAttack (target: random_passwords.txt)
• VerboseFileMode
• SizeOf_N: 4
• maxLevel: 11
• Filenames:
  initial probabilities: 'IP'
  conditional probabilities: 'CP'
  end probabilities: 'EP'
  lengths: 'LN'
  config: 'createConfig'
  input: 'rockyou.txt'
• Alphabet: 'ae10i2onrls938t45m67cdyhubkgpjvfwzAxEILORNSM.TCD_BqHYK!U-PG*J@FVWZ/#$X,+&=)?Q(';"<]%~:[^`>{}'
• sizeOf_Alphabet: 95
• Selected smoothing: additive
  - delta:
  - IP: 1; CP: 1; EP: 1; LN: 0;
  - levelAdjustFactor:
  - IP: 250; CP: 2; EP: 250; LN: 1;

== Sorted arrays ==
lastGram (level - count):
0 - 20402
1 - 135567
2 - 489004
3 - 73714376
4 - 5356182
5 - 1027452
6 - 402087
7 - 181112
8 - 97379
9 - 25186
10 - 1878

initial Prob (level - count):
0 - 42
1 - 243
2 - 727
3 - 1623
4 - 2003
5 - 4477
6 - 9056
7 - 14056
8 - 21305
9 - 50498
10 - 753345

end Prob (level - count):
0 - 17
1 - 149
2 - 1238
3 - 1326
4 - 2431
5 - 4628
6 - 8679
7 - 15410
8 - 22121
9 - 47482
10 - 753894

length (length - level):
6 - 1
7 - 1
8 - 1
9 - 1
10 - 1
11 - 2
12 - 3
13 - 3
5 - 4
14 - 4
15 - 4
16 - 4
17 - 5
4 - 6
18 - 6
19 - 6

== Simulated attack mode ==
TestingSet file: 'random_passwords.txt'
created: 1000000000 of 1000000000
cracked: 744082 of 2600000(28.62 %)

lengths of the created passwords (length - created - cracked)
3 - 0 - 0
4 - 1901 - 235
5 - 47020 - 5595
6 - 4140330 - 153954
7 - 23888234 - 192507
8 - 124956986 - 180225
9 - 390371187 - 111558
10 - 349397018 - 90201
11 - 68046432 - 7318
12 - 13755065 - 1583
13 - 17063309 - 647
14 - 2598141 - 141
15 - 2723010 - 87
16 - 2747154 - 25
17 - 237434 - 3
18 - 14470 - 1
19 - 12309 - 2
20 - 0 - 0