Comprehensive analysis of a large portion of passwords specific to Ukrainian internet users.

5. PASSWORDS COMPLEXITY
BILL BURR
2003
NIST Special Publication 800-63B.

6. PASSWORDS COMPLEXITY
BILL BURR
NIST Special Publication 800-63B.

7. PASSWORDS COMPLEXITY
BILL BURR
NIST Special Publication 800-63B.

8. `

9. `
P@ssw0rd

10. `
P@ssw0rd
P@ssw0rd1

13. PASSWORDS STORAGE
• CLEAR-TEXT
• ALGORITHM
• HASH ALGORITHM
• BCRYPT
• SCRYPT
• CRYPT ($2y$, $5$, $6$)
• SALT
• HASHING ON SERVER-SIDE

14. PASSWORDS STORAGE
(SALT)
• eat-less-salt-sodium.jpg

15. PASSWORDS STORAGE
(SALT)
• LENGTH
• UNIQUE PER USER
• RANDOM
• SERVER-SIDE

17. PASSWORDS RECOVERY
• SECURITY QUESTIONS
• 3 QUESTIONS (2 PER REQUESTS)
• NEW QUESTIONS
• WRONG ANSWERS
• EMAILS
• LOGGING

18. PASSWORDS CRACKING
• 190197
• 139766
• md5(md5($pass))
• >6 SYMBOLS
• NO PASSWORD RULES
• 20+

19. PASSWORDS CRACKING

20. HASHCAT
• -a
• -m
• -m 2600 md5(md5())

21. DICTIONARY ATTACK

22. DICTIONARY ATTACK
• hashcat -a 0 -m 2600 hashes.txt example.dict

23. ROCKYOU
• /USR/SHARE/WORDLIST/ROCKYOU.TXT

24. ROCKYOU

25. 0
48669
0
28668
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
0 rockyou
ROCKYOU
ALL UNIQUE

26. HASHCAT RULES
• hashcat -a 0 -m 2600 hashes.txt example.dict
–r rule

27. ROCKYOU +BEST64.RULE

28. 0
48669
67258
0
28668
45350
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
0 rockyou rockyou + best64
ROCKYOU + BEST64.RULE
ALL UNIQUE

29. NUMMER_DB.TOP
• http://wordbook.xyz/do
wnload/

30. 0
48669
67258
107163
0
28668
45350
77745
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
0 rockyou rockyou + best64 nummer
NUMMER_DB.TOP
ALL UNIQUE

31. HASHCAT HYBRID ATTACK
• hashcat -a 6 -m 2600 hashes.txt klichki.txt
19?d?d
• hashcat -a 7 -m 2600 19?d?d hashes.txt
klichki.txt

32. 0
48669
67258
107163 109467
0
28668
45350
77745 79549
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
0 rockyou rockyou + best64 nummer klichki
KLICHKI + 19?d?d
ALL UNIQUE

33. HASHCAT MASK ATTACK
• hashcat -a 3 -m 6 hashes.txt -1 ?l?u
• ?1?1?d?d?d?d?1?1
• ?l = abcdefghijklmnopqrstuvwxyz
• ?u = ABCDEFGHIJKLMNOPQRSTUVWXYZ
• ?d = 0123456789
• ?s = «space»!"#$%&'()*+,-./:;<=>?@[]^_`{|}~
• ?a = ?l?u?d?s
• ?b = 0x00 - 0xff

34. 0
48669
67258
107163 109467 110239
0
28668
45350
77745 79549 80289
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
0 rockyou rockyou + best64 nummer klichki ?1?1?d?d?d?d?1?1
-1 ?l?u ?1?1?d?d?d?d?1?1
ALL UNIQUE

35. OWN DICTIONARY

36. BRUTEFORCE
• hashcat -a 3 -m 6 hashes.txt ?l?l?l?l?l?l
• Web-app password policy

37. 0
48669
67258
107163 109467 110239
121210
0
28668
45350
77745 79549 80289
90678
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
BRUTEFORCE
ALL UNIQUE

39. MAKE YOU OWN RULES
• usage: ./morph.bin dictionary depth width
pos_min pos_max- Dictionary = Wordlist used
for frequency analysis.
• - Depth = Determines what “top” chains that
you want.
• - Width = Max length of the chain.

40. MAKE YOUR OWN RULES
• ./morph.bin dictionary depth width pos_min
pos_max
• Depth = Determines what “top” chains that you
want.
• Width = Max length of the chain.
0
48669
67258
107163 109467 110239
121210 123897
0
28668
45350
77745 79549 80289
90678 93340
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
OWN RULES
ALL UNIQUE

41. TMESIS
• tmesis.pl example.dict

42. MAKE YOUR OWN RULES
• ./morph.bin dictionary depth width pos_min
pos_max
• Depth = Determines what “top” chains that you
want.
• Width = Max length of the chain.
0
48669
67258
107163 109467 110239
121210 123897 124011
0
28668
45350
77745 79549 80289
90678 93340 93450
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
TMESIS
ALL UNIQUE

43. HASHCAT COMBINATOR
• hashcat -a 1 -m 2600 hashes.txt example.dict
example.dict2

44. MAKE YOUR OWN RULES
• ./morph.bin dictionary depth width pos_min
pos_max
• Depth = Determines what “top” chains that you
want.
• Width = Max length of the chain.
0
48669
67258
107163 109467 110239
121210 123897 124011 125465
0
28668
45350
77745 79549 80289
90678 93340 93450 94808
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
COMBINATOR
ALL UNIQUE

45. TOP RULES
• TOP_250
• TOP_500
• TOP_1000
• TOP_3000
• TOP_5000

46. MAKE YOUR OWN RULES
• ./morph.bin dictionary depth width pos_min
pos_max
• Depth = Determines what “top” chains that you
want.
• Width = Max length of the chain.
0
48669
67258
107163 109467 110239
121210 123897 124011 125465
128973
0
28668
45350
77745 79549 80289
90678 93340 93450 94808
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
TOP RULES
ALL UNIQUE

47. MARKOV CHAINS

48. TOP 15
/USR/SHARE/WORDLIST/ROCKYO
U.TXT
1. 123456 (1)
2. 12345 (N)
3. 123456789 (3)
4. password (78)
5. iloveyou (112)
6. princess (955)
7. 1234567 (5)
8. rockyou (N)
9. 12345678 (7)
10.abc123 (230)
11.nicole (N)
12.daniel (N)
13.babygirl (N)
14.monkey (N)
15.lovely (N)

49. TOP 15 UKRAINE.DIC
1. 123456 (1)
2.
3. 123456789 (3)
4.
5. 1234567 (7)
6.
7. 12345678 (9)
8.
9.
10.
11.
12.
13.
14.
15.

50. TOP 15 UKRAINE.DIC
1. 123456 (1)
2. 111111 (21)
3. 123456789 (3)
4. qwerty (20)
5. 1234567 (7)
6. 7777777 (153)
7. 12345678 (9)
8. $city (N)
9. 123321 (196)
10.1234567890 (48)
11.123123 (40)
12.55555 (127)
13.? (272749)
14.000000 (23)
15.654321 (17)

51. TOP 15 UKRAINE.DIC
1. 123456 (1)
2. 111111 (21)
3. 123456789 (3)
4. qwerty (20)
5. 1234567 (7)
6. 7777777 (153)
7. 12345678 (9)
8. $city (N)
9. 123321 (196)
10.1234567890 (48)
11.123123 (40)
12.55555 (127)
13.gfhjkm (272749)
14.000000 (23)
15.654321 (17)

52. TOP 16-59 UKRAINE.DIC
16. 777777
17. 159753
18. 666666
19. 121212
20. 1111111
21. 11111111
22. qazwsx
23. 1q2w3e4r
24. zxcvbnm
25. 987654321
26. 131313
27. 123qwe
28. 222222
29. 1qaz2wsx
30. 333333
31. 112233
32. 88888888
33. qwertyuiop
34. 888888
35. 1q2w3e
36. $app
37. 123654
38. 123123123
39. 1q2w3e4r5
t
40. $app_cyr
41. yfnfif
42. ghbdtn
43. qwe123
44. samsung
45. 789456
46. 999999
47. 12344321
48. qwerty123
49. zxcvbn
50. 1qazxsw2
51. 987654
52. marina
53. q1w2e3r4
54. natali
55. larisa
56. vfhbyf
57. 159357
58. galina
59. $city_keyb

53. TOP 60-100 UKRAINE.DIC
60. sergey
61. 11223344
62. nikita
63. nfnmzyf
64. 147258
65. qazwsxedc
66. 111222
67. 31415926
68. 987654321
69. svetlana
70. 101010
71. 1111111111
72. 1234554321
73. 12345qwert
74. 12341234
75. 232323
76. qweasdzxc
77. password
78. oplata
79. viktoria
80. 12qwaszx
81. 789456123
82. jgkfnf
83. 252525
84. 1qaz2wsx3ed
c
85. 87654321
86. natasha
87. 7753191
88. oksana
89. hjvfirf
90. qwertyui
91. 999999999
92. 1234qwer
93. qazxsw
94. jrcfyf
95. 1234567w
96. veronika
97. vfrcbv
98. qwerty12345
99. master
100.valentina

54. TOP 100 UKRAINE.DIC
TOP 100 = 8764 OF 190197 (4.6%)
TOP 10 = 4984 OF 190197 (2.6%)

55. TOP 20 BASE WORDS
1. qwerty = 847 (0.55%)
2. $city = 700 (0.45%)
3. gfhjkm = 232 (0.15%)
4. olga = 225 (0.15%)
5. mama = 224 (0.14%)
6. alex = 221 (0.14%)
7. anna = 204 (0.13%)
8. lena = 201 (0.13%)
9. nata = 190 (0.12%)
10. $app = 175 (0.11%)
11. dima = 156 (0.1%)
12. qazwsx = 145 (0.09%)
13. sasha = 145 (0.09%)
14. irina = 144 (0.09%)
15. oleg = 137 (0.09%)
16. natali = 137 (0.09%)
17. vova = 136 (0.09%)
18. vika = 130 (0.08%)
19. sveta = 125 (0.08%)
20. marina = 125 (0.08%)

56. 0 0 0
80 119
139
42630
21625
42665
17201
14135
6855
4865
2033
1214
576 378
0
5000
10000
15000
20000
25000
30000
35000
40000
45000
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
PASSWORD LENGHT

57. LAST 4 DIGITS (Top 50)
• 3456 = 2439
• 1111 = 1021
• 1987 = 615
• 1986 = 584
• 1984 = 582
• 1983 = 565
• 1985 = 562
• 1975 = 559
• 1980 = 550
• 1981 = 539
• 1976 = 536
• 6789 = 535
• 1979 = 524
• 1982 = 512
• 1978 = 502
• 1977 = 499
• 7777 = 491
• 2012 = 487
• 1974 = 481
• 1988 = 474
• 1989 = 460
• 2010 = 455
• 1972 = 444
• 4321 = 441
• 1973 = 421
• 1990 = 414
• 2009 = 408
• 1970 = 403
• 2008 = 403
• 1971 = 397
• 1991 = 385
• 2011 = 384
• 2015 = 377
• 2007 = 369
• 4567 = 355
• 1969 = 343
• 1234 = 340
• 1965 = 338
• 2006 = 336
• 2345 = 335
• 2013 = 332
• 2005 = 326
• 2014 = 326
• 1968 = 314
• 1964 = 313
• 1967 = 310
• 1966 = 305
• 1962 = 297
• 2000 = 293
• 1963 = 292

58. CHARACTER SETS
1. numeric: 54056 (34.88%)
2. loweralphanum: 52672 (33.99%)
3. loweralpha: 23671 (15.28%)
4. mixedalphanum: 9651 (6.23%)
5. mixedalpha: 3628 (2.34%)
6. upperalphanum: 2681 (1.73%)
7. loweralphaspecialnum: 1164 (0.75%)
8. loweralphaspecial: 1129 (0.73%)
9. mixedalphaspecialnum: 563 (0.36%)
10.specialnum: 507 (0.33%)

59. 0
25000
45000
80000 82000
90000
95000 96000 98000 100000 101000 101500 103000
0
4000
29000
55000 57000
65000
70000 71000 73000 75000 76000 76200 76600
0
20000
40000
60000
80000
100000
120000
Chart Title
Series 1 Series 2