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package Data::Password::zxcvbn::MatchList; |
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use Moo; |
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use Data::Password::zxcvbn::Match::BruteForce; |
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use Data::Password::zxcvbn::Combinatorics qw(factorial); |
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use Data::Password::zxcvbn::TimeEstimate qw(guesses_to_score); |
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use Module::Runtime qw(use_module); |
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use List::AllUtils 0.14 qw(max_by); |
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our $VERSION = '1.1.0'; # VERSION |
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# ABSTRACT: a collection of matches for a password |
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has password => (is => 'ro', required => 1); # string |
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has matches => (is => 'ro', default => sub { [] }); |
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has guesses => (is => 'ro'); |
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sub omnimatch { |
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my ($class, $password, $opts) = @_; |
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# let's protect people who try to pass BruteForce in |
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my @modules = $opts->{modules} |
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? grep { $_ ne 'Data::Password::zxcvbn::Match::BruteForce' } @{$opts->{modules}} |
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: map { "Data::Password::zxcvbn::Match::$_" } |
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qw( |
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Dictionary |
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UserInput |
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Spatial |
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Repeat |
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Sequence |
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Regex |
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Date |
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); |
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# here, we need to pass the whole $opts down, because some |
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# matchers (e.g. Repeat) will use it to call us recursively, and |
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# we don't want to lose any option |
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my @matches = map { |
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1492
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@{ use_module($_)->make($password,$opts) }, |
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10444
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18138
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10444
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25802
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} @modules; |
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@matches = sort @matches; |
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return $class->new({ |
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password => $password, |
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matches => \@matches, |
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}); |
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} |
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# the following is a O($l_max * ($n + $m)) dynamic programming |
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# algorithm for a length-$n password with $m candidate matches. $l_max |
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# is the maximum optimal sequence length spanning each prefix of the |
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# password. In practice it rarely exceeds 5 and the search terminates |
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# rapidly. |
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# |
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# the optimal "minimum guesses" sequence is here defined to be the |
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# sequence that minimizes the following function: |
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# |
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# $g = $l! * Product($_->guesses for $sequence) + $D^($l - 1) |
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# |
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# where $l is the length of the $sequence. |
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# |
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# the factorial term is the number of ways to order $l patterns. |
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# |
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# the $D^($l-1) term is another length penalty, roughly capturing the |
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# idea that an attacker will try lower-length sequences first before |
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# trying length-$l sequences. |
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# |
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# for example, consider a sequence that is date-repeat-dictionary. |
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# |
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# - an attacker would need to try other date-repeat-dictionary |
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# combinations, hence the product term. |
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# |
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# - an attacker would need to try repeat-date-dictionary, |
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# dictionary-repeat-date, ..., hence the factorial term. |
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# |
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# - an attacker would also likely try length-1 (dictionary) and |
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# length-2 (dictionary-date) sequences before length-3. assuming at |
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# minimum $D guesses per pattern type, $D^($l-1) approximates |
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# Sum($D**$_ for 1..$l-1) |
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82
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my $MIN_GUESSES_BEFORE_GROWING_SEQUENCE = 10000; |
83
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84
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sub most_guessable_match_list { ## no critic(ProhibitExcessComplexity) |
85
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1509
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1509
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1
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105599
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my ($self, $exclude_additive) = @_; |
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87
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1509
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5404
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my $password = $self->password; |
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1509
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3998
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my $n = length($password); |
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90
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# partition matches into sublists according to ending index j |
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1509
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3034
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my %matches_by_j; |
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1509
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2685
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for my $match (@{$self->matches}) { |
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1509
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6750
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93
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6329
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9210
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push @{$matches_by_j{$match->j}},$match; |
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6329
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22460
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94
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} |
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# small detail: for deterministic output, sort each sublist by i. |
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1509
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5833
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for my $list (values %matches_by_j) { |
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3599
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5551
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$list = [ sort {$a->i <=> $b->i} @{$list} ]; |
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3913
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10633
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3599
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10248
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98
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} |
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100
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# $optimal{m}{$k}{$l} holds final match in the best length-$l |
101
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# match sequence covering the password prefix up to $k, inclusive. |
102
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# if there is no length-$l sequence that scores better (fewer |
103
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# guesses) than a shorter match sequence spanning the same prefix, |
104
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# this is undefined. |
105
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# |
106
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# $optimal{pi} has the same structure as $optimal{m} -- holds the |
107
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# product term Prod(m.guesses for m in sequence). $optimal{pi} |
108
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# allows for fast (non-looping) updates to the minimization |
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# function. |
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# |
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# $optimal{g} again same structure, holds the overall metric |
112
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1509
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3440
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my %optimal; |
113
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114
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# helper: considers whether a length-$length sequence ending at |
115
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# $match is better (fewer guesses) than previously encountered |
116
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# sequences, updating state if so. |
117
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my $update = sub { |
118
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25100
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25100
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48223
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my ($match,$length) = @_; |
119
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120
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25100
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59882
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my $k = $match->j; |
121
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25100
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357629
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my $pi = $match->guesses_for_password($password); |
122
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123
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25100
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100
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62142
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if ($length > 1) { |
124
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# we're considering a length-$length sequence ending with |
125
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# $match: obtain the product term in the minimization |
126
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# function by multiplying $match->guesses by the product |
127
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# of the length-($length-1) sequence ending just before |
128
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# $match, at $match->i - 1 |
129
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15130
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47765
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$pi *= $optimal{pi}->{$match->i-1}{$length-1}; |
130
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} |
131
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25100
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61119
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my $guesses = factorial($length) * $pi; |
132
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25100
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100
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58010
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$guesses += $MIN_GUESSES_BEFORE_GROWING_SEQUENCE ** ($length-1) |
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unless $exclude_additive; |
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135
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# update state if new best. first see if any competing |
136
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# sequences covering this prefix, with $length or fewer |
137
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# matches, fare better than this sequence. if so, skip it and |
138
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# return. |
139
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25100
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37475
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for my $competing_length (keys %{$optimal{g}->{$k}}) { |
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25100
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78768
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140
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18596
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100
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44967
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next if $competing_length > $length; |
141
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15500
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30069
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my $competing_g = $optimal{g}->{$k}{$competing_length}; |
142
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15500
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50
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29763
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next unless defined $competing_g; |
143
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15500
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100
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52425
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return if $competing_g <= $guesses; |
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} |
145
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146
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12323
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29898
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$optimal{g}->{$k}{$length} = $guesses; |
147
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12323
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29914
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$optimal{m}->{$k}{$length} = $match; |
148
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12323
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32883
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$optimal{pi}->{$k}{$length} = $pi; |
149
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1509
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12789
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}; |
150
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151
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# helper: evaluate bruteforce matches ending at k. |
152
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my $bruteforce_update = sub { |
153
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8197
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8197
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17140
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my ($k) = @_; |
154
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# see if a single bruteforce match spanning the k-prefix is optimal. |
155
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8197
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173811
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my $match = Data::Password::zxcvbn::Match::BruteForce->new({ |
156
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password => $password, |
157
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i => 0, j => $k, |
158
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}); |
159
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8197
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145079
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$update->($match, 1); |
160
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161
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8197
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18478
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for my $i (1..$k) { |
162
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# generate $k bruteforce matches, spanning from (i=1, j=$k) up to |
163
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# (i=$k, j=$k). see if adding these new matches to any of the |
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# sequences in $optimal{m}->[i-1] leads to new bests. |
165
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26710
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499066
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my $other_match = Data::Password::zxcvbn::Match::BruteForce->new({ |
166
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password => $password, |
167
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i => $i, j => $k, |
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}); |
169
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170
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26710
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380277
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for my $length (keys %{$optimal{m}->{$i-1}}) { |
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26710
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85678
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33786
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65632
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my $last_match = $optimal{m}->{$i-1}{$length}; |
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173
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# corner: an optimal sequence will never have two adjacent |
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# bruteforce matches. it is strictly better to have a single |
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# bruteforce match spanning the same region: same contribution |
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# to the guess product with a lower length. |
177
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# --> safe to skip those cases. |
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33786
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100
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151527
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next if $last_match->isa('Data::Password::zxcvbn::Match::BruteForce'); |
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# try adding m to this length-l sequence. |
180
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9417
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27706
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$update->($other_match, $length + 1); |
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} |
182
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} |
183
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1509
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7370
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}; |
184
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185
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# helper: step backwards through optimal.m starting at the end, |
186
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# constructing the final optimal match sequence. |
187
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my $unwind = sub { |
188
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1509
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1509
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4133
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my ($k) = @_; |
189
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190
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1509
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2880
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my @optimal_match_sequence; |
191
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1509
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2579
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--$k; |
192
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# find the final best sequence length and score |
193
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1509
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3178
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my $length; my $guesses; |
194
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1509
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2655
|
for my $candidate_length (keys %{$optimal{g}->{$k}}) { |
|
1509
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5292
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195
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2271
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4677
|
my $candidate_guesses = $optimal{g}->{$k}{$candidate_length}; |
196
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2271
|
100
|
100
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10722
|
if (!defined($guesses) || $candidate_guesses < $guesses) { |
197
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1891
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4360
|
$length = $candidate_length; |
198
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1891
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4476
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$guesses = $candidate_guesses; |
199
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} |
200
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} |
201
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202
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1509
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5501
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while ($k >= 0) { |
203
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2057
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4596
|
my $match = $optimal{m}->{$k}{$length}; |
204
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2057
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4444
|
unshift @optimal_match_sequence,$match; |
205
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2057
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4890
|
$k = $match->i - 1; |
206
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2057
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7162
|
--$length; |
207
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} |
208
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209
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1509
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4739
|
return \@optimal_match_sequence; |
210
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1509
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6261
|
}; |
211
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212
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1509
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5151
|
for my $k (0..$n-1) { |
213
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8197
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15438
|
for my $match (@{$matches_by_j{$k}}) { |
|
8197
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24223
|
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214
|
6329
|
100
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20005
|
if ($match->i > 0) { |
215
|
4556
|
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8125
|
for my $l (keys %{$optimal{m}->{$match->i - 1}}) { |
|
4556
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15179
|
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216
|
5713
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14329
|
$update->($match, $l+1); |
217
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} |
218
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} |
219
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else { |
220
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1773
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3948
|
$update->($match,1); |
221
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} |
222
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} |
223
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8197
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20107
|
$bruteforce_update->($k); |
224
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} |
225
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226
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1509
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5238
|
my $optimal_match_sequence = $unwind->($n); |
227
|
1509
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|
3004
|
my $optimal_length = @{$optimal_match_sequence}; |
|
1509
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3211
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228
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229
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1509
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2635
|
my $guesses; |
230
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|
# corner: empty password |
231
|
1509
|
50
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4722
|
if ($n==0) { |
232
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0
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0
|
$guesses = 1; |
233
|
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} |
234
|
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else { |
235
|
1509
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|
4979
|
$guesses = $optimal{g}->{$n - 1}{$optimal_length}; |
236
|
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|
} |
237
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238
|
1509
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36035
|
return ref($self)->new({ |
239
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|
|
password => $password, |
240
|
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|
|
guesses => $guesses, |
241
|
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|
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matches => $optimal_match_sequence, |
242
|
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}); |
243
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} |
244
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245
|
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246
|
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|
|
sub guesses_log10 { |
247
|
996
|
|
|
996
|
1
|
33156
|
return log(shift->guesses)/log(10); |
248
|
|
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|
|
} |
249
|
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250
|
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251
|
1992
|
|
|
1992
|
1
|
7224
|
sub score { guesses_to_score(shift->guesses) } |
252
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253
|
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254
|
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|
|
sub get_feedback { |
255
|
996
|
|
|
996
|
1
|
5426
|
my ($self, $max_score_for_feedback) = @_; |
256
|
|
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|
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|
|
# yes, if someone passes a 0, they'll get the default; I consider |
257
|
|
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|
|
# this a feature |
258
|
996
|
|
50
|
|
|
6222
|
$max_score_for_feedback ||= 2; |
259
|
|
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|
|
|
260
|
996
|
|
|
|
|
3393
|
my $matches = $self->matches; |
261
|
996
|
|
|
|
|
2470
|
my $matches_count = @{$matches}; |
|
996
|
|
|
|
|
2583
|
|
262
|
|
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|
|
|
263
|
996
|
50
|
|
|
|
4238
|
if ($matches_count == 0) { |
264
|
0
|
|
|
|
|
0
|
return $self->feedback_for_no_matches; |
265
|
|
|
|
|
|
|
} |
266
|
|
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|
|
|
|
|
267
|
996
|
100
|
|
|
|
3853
|
if ($self->score > $max_score_for_feedback) { |
268
|
98
|
|
|
|
|
535
|
return $self->feedback_above_threshold; |
269
|
|
|
|
|
|
|
} |
270
|
|
|
|
|
|
|
|
271
|
898
|
|
|
1345
|
|
4931
|
my $longest_match = max_by { length($_->token) } @{$matches}; |
|
1345
|
|
|
|
|
15489
|
|
|
898
|
|
|
|
|
6913
|
|
272
|
898
|
|
|
|
|
9949
|
my $is_sole_match = $matches_count == 1; |
273
|
898
|
|
|
|
|
4081
|
my $feedback = $longest_match->get_feedback($is_sole_match); |
274
|
|
|
|
|
|
|
|
275
|
898
|
|
|
|
|
3685
|
my $extra_feedback = $self->feedback_below_threshold; |
276
|
898
|
|
|
|
|
2058
|
push @{$feedback->{suggestions}}, @{$extra_feedback->{suggestions}}; |
|
898
|
|
|
|
|
2519
|
|
|
898
|
|
|
|
|
2596
|
|
277
|
898
|
|
66
|
|
|
5635
|
$feedback->{warning} ||= $extra_feedback->{warning}; |
278
|
|
|
|
|
|
|
|
279
|
898
|
|
|
|
|
3675
|
return $feedback; |
280
|
|
|
|
|
|
|
} |
281
|
|
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|
282
|
|
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|
|
283
|
|
|
|
|
|
|
sub feedback_for_no_matches { |
284
|
|
|
|
|
|
|
return { |
285
|
0
|
|
|
0
|
1
|
0
|
warning => '', |
286
|
|
|
|
|
|
|
suggestions => [ |
287
|
|
|
|
|
|
|
'Use a few words, avoid common phrases.', |
288
|
|
|
|
|
|
|
'No need for symbols, digits, or uppercase letters.', |
289
|
|
|
|
|
|
|
], |
290
|
|
|
|
|
|
|
}; |
291
|
|
|
|
|
|
|
} |
292
|
|
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|
|
|
|
293
|
|
|
|
|
|
|
|
294
|
|
|
|
|
|
|
sub feedback_above_threshold { |
295
|
98
|
|
|
98
|
1
|
618
|
return { warning => '', suggestions => [] }; |
296
|
|
|
|
|
|
|
} |
297
|
|
|
|
|
|
|
|
298
|
|
|
|
|
|
|
|
299
|
|
|
|
|
|
|
sub feedback_below_threshold { |
300
|
|
|
|
|
|
|
return { |
301
|
898
|
|
|
898
|
1
|
4377
|
warning => '', |
302
|
|
|
|
|
|
|
suggestions => [ |
303
|
|
|
|
|
|
|
'Add another word or two. Uncommon words are better.' |
304
|
|
|
|
|
|
|
], |
305
|
|
|
|
|
|
|
}; |
306
|
|
|
|
|
|
|
} |
307
|
|
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|
|
|
|
|
308
|
|
|
|
|
|
|
1; |
309
|
|
|
|
|
|
|
|
310
|
|
|
|
|
|
|
__END__ |
311
|
|
|
|
|
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|
|
312
|
|
|
|
|
|
|
=pod |
313
|
|
|
|
|
|
|
|
314
|
|
|
|
|
|
|
=encoding UTF-8 |
315
|
|
|
|
|
|
|
|
316
|
|
|
|
|
|
|
=for :stopwords JS |
317
|
|
|
|
|
|
|
|
318
|
|
|
|
|
|
|
=for :stopwords precendence |
319
|
|
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|
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|
|
320
|
|
|
|
|
|
|
=head1 NAME |
321
|
|
|
|
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|
|
|
322
|
|
|
|
|
|
|
Data::Password::zxcvbn::MatchList - a collection of matches for a password |
323
|
|
|
|
|
|
|
|
324
|
|
|
|
|
|
|
=head1 VERSION |
325
|
|
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|
|
|
|
|
326
|
|
|
|
|
|
|
version 1.1.0 |
327
|
|
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|
|
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|
|
328
|
|
|
|
|
|
|
=head1 SYNOPSIS |
329
|
|
|
|
|
|
|
|
330
|
|
|
|
|
|
|
use Data::Password::zxcvbn::MatchList; |
331
|
|
|
|
|
|
|
|
332
|
|
|
|
|
|
|
my $list = Data::Password::zxcvbn::MatchList->omnimatch($password) |
333
|
|
|
|
|
|
|
->most_guessable_match_list; |
334
|
|
|
|
|
|
|
|
335
|
|
|
|
|
|
|
=head1 DESCRIPTION |
336
|
|
|
|
|
|
|
|
337
|
|
|
|
|
|
|
zxcvbn estimates the strength of a password by guessing which way a |
338
|
|
|
|
|
|
|
generic password cracker would produce it, and then guessing after how |
339
|
|
|
|
|
|
|
many tries it would produce it. |
340
|
|
|
|
|
|
|
|
341
|
|
|
|
|
|
|
This class represents a list of guesses ("matches"), covering |
342
|
|
|
|
|
|
|
different substrings of a password. |
343
|
|
|
|
|
|
|
|
344
|
|
|
|
|
|
|
=head1 ATTRIBUTES |
345
|
|
|
|
|
|
|
|
346
|
|
|
|
|
|
|
=head2 C<password> |
347
|
|
|
|
|
|
|
|
348
|
|
|
|
|
|
|
Required string, the password this list is about. |
349
|
|
|
|
|
|
|
|
350
|
|
|
|
|
|
|
=head2 C<matches> |
351
|
|
|
|
|
|
|
|
352
|
|
|
|
|
|
|
Arrayref, the actual list of matches. |
353
|
|
|
|
|
|
|
|
354
|
|
|
|
|
|
|
=head2 C<guesses> |
355
|
|
|
|
|
|
|
|
356
|
|
|
|
|
|
|
The estimated number of attempts that a generic password cracker would |
357
|
|
|
|
|
|
|
need to guess the whole L</password>. This will be set for objects |
358
|
|
|
|
|
|
|
returned by L<< /C<most_guessable_match_list> >>, not for those |
359
|
|
|
|
|
|
|
returned by L<< /C<omnimatch> >>. |
360
|
|
|
|
|
|
|
|
361
|
|
|
|
|
|
|
=head1 METHODS |
362
|
|
|
|
|
|
|
|
363
|
|
|
|
|
|
|
=head2 C<omnimatch> |
364
|
|
|
|
|
|
|
|
365
|
|
|
|
|
|
|
my $match_list = Data::Password::zxcvbn::MatchList->omnimatch($password,\%opts); |
366
|
|
|
|
|
|
|
|
367
|
|
|
|
|
|
|
Main constructor (the name comes from the original JS |
368
|
|
|
|
|
|
|
implementation). Calls C<< ->make($password,\%opts) >> on all the |
369
|
|
|
|
|
|
|
C<Data::Password::zxcvbn::Match::*> classes (or the ones in C<< |
370
|
|
|
|
|
|
|
@{$opts{modules}} >>), combines all the matches, and returns a |
371
|
|
|
|
|
|
|
C<MatchList> holding them. |
372
|
|
|
|
|
|
|
|
373
|
|
|
|
|
|
|
=head2 C<most_guessable_match_list> |
374
|
|
|
|
|
|
|
|
375
|
|
|
|
|
|
|
my $minimal_list = $match_list->most_guessable_match_list; |
376
|
|
|
|
|
|
|
|
377
|
|
|
|
|
|
|
This method extracts, from the L</matches> of the invocant, a list of |
378
|
|
|
|
|
|
|
non-overlapping matches with minimum guesses. That list should |
379
|
|
|
|
|
|
|
represent the way that a generic password cracker would guess the |
380
|
|
|
|
|
|
|
L</password>, and as such is the one that the L<main |
381
|
|
|
|
|
|
|
function|Data::Password::zxcvbn/password_strength> will use. |
382
|
|
|
|
|
|
|
|
383
|
|
|
|
|
|
|
=head2 C<guesses_log10> |
384
|
|
|
|
|
|
|
|
385
|
|
|
|
|
|
|
The logarithm in base 10 of L<< /C<guesses> >>. |
386
|
|
|
|
|
|
|
|
387
|
|
|
|
|
|
|
=head2 C<score> |
388
|
|
|
|
|
|
|
|
389
|
|
|
|
|
|
|
my $score = $match_list->score; |
390
|
|
|
|
|
|
|
|
391
|
|
|
|
|
|
|
Returns an integer from 0-4 (useful for implementing a strength |
392
|
|
|
|
|
|
|
bar). See L<< |
393
|
|
|
|
|
|
|
C<Data::Password::zxcvbn::TimeEstimate::guesses_to_score>|Data::Password::zxcvbn::TimeEstimate/guesses_to_score |
394
|
|
|
|
|
|
|
>>. |
395
|
|
|
|
|
|
|
|
396
|
|
|
|
|
|
|
=head2 C<get_feedback> |
397
|
|
|
|
|
|
|
|
398
|
|
|
|
|
|
|
my %feedback = %{ $match_list->get_feedback }; |
399
|
|
|
|
|
|
|
|
400
|
|
|
|
|
|
|
my %feedback = %{ $match_list->get_feedback($max_score_for_feedback) }; |
401
|
|
|
|
|
|
|
|
402
|
|
|
|
|
|
|
If there's no matches, returns the result of L<< |
403
|
|
|
|
|
|
|
/C<feedback_for_no_matches> >>. |
404
|
|
|
|
|
|
|
|
405
|
|
|
|
|
|
|
If the match list L</score> is above C<$max_score_for_feedback> |
406
|
|
|
|
|
|
|
(default 2), returns the result of L<< /C<feedback_above_threshold> |
407
|
|
|
|
|
|
|
>>. |
408
|
|
|
|
|
|
|
|
409
|
|
|
|
|
|
|
Otherwise, collects all the feedback from the L</matches>, and returns |
410
|
|
|
|
|
|
|
it, merged with the result of L<< /C<feedback_below_threshold> >> |
411
|
|
|
|
|
|
|
(suggestions are appended, but the warning from the matches takes |
412
|
|
|
|
|
|
|
precendence). |
413
|
|
|
|
|
|
|
|
414
|
|
|
|
|
|
|
=head2 C<feedback_for_no_matches> |
415
|
|
|
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416
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|
Returns a feedback for when the password didn't match any of our |
417
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|
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|
heuristics. It contains no warning, and some simple common |
418
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|
suggestions. |
419
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420
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=head2 C<feedback_above_threshold> |
421
|
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422
|
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|
Returns a feedback for when the password scored above the threshold |
423
|
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|
passed to L<< /C<get_feedback> >> (i.e. the password is "good"). It's |
424
|
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|
an empty feedback. |
425
|
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426
|
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|
=head2 C<feedback_below_threshold> |
427
|
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428
|
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|
Returns a feedback for when the password scored below the threshold |
429
|
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|
|
passed to L<< /C<get_feedback> >> (i.e. the password is "bad"). It |
430
|
|
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|
suggests to add some words. |
431
|
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432
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|
=head1 AUTHOR |
433
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434
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|
Gianni Ceccarelli <gianni.ceccarelli@broadbean.com> |
435
|
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436
|
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=head1 COPYRIGHT AND LICENSE |
437
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438
|
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This software is copyright (c) 2022 by BroadBean UK, a CareerBuilder Company. |
439
|
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440
|
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|
This is free software; you can redistribute it and/or modify it under |
441
|
|
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the same terms as the Perl 5 programming language system itself. |
442
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443
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=cut |