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package ThreatDetector::Classifier;
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2
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2
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133806
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use strict;
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2
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3
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2
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68
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4
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2
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2
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11
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use warnings;
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2
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10
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2
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101
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5
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2
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2
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520
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use URI::Escape;
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2
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1796
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2
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2420
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6
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7
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our $VERBOSE = 0;
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8
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our $VERSION = '0.04';
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9
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10
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# SQL Injection patterns
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11
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my @sqli_patterns = (
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qr/\bUNION\s+ALL\s+SELECT\b/i,
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qr/\bUNION\s+SELECT\b/i,
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qr/\bSELECT\s+\*\s+FROM\b/i,
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15
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qr/(?:'|")\s*or\s+\d+\s*=\s*\d+/i,
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qr/(['"]).*?\1\s*--/,
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qr/or\s+1\s*=\s*1/i,
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qr/\bsleep\s*\(/i,
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qr/\bconcat\b/i,
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qr/benchmark\s*\(/i,
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);
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23
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# Command Injection
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my @cmd_patterns = (
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qr/;.*\b(ls|whoami|cat|curl|wget)\b/i,
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qr/\|\s*(ls|cat|uname)/i,
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qr/(?:[;&|]\s*)(nc|bash|sh|powershell)\b/i,
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qr/(?:http|ftp):\/\/[^ ]+/i,
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);
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30
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31
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# Directory traversal
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32
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my @traversal_patterns = (
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qr/\.\.\/+/,
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34
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qr/\%2e\%2e\//i,
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35
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qr/\/etc\/passwd/,
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36
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);
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37
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38
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# XSS patterns
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39
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my @xss_patterns = (
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40
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qr//i,
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41
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qr/(?:\?|&)on(?:click|error|load|mouseover|focus|submit|keydown|keyup|blur|change)\s*=/i,
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42
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qr/javascript:/i,
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43
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qr/%3Cscript/i,
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44
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);
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45
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46
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# Encoded Payloads
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my @encoded_patterns = (
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48
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qr/%[0-9a-fA-F]{2}/, # general URL encoding
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qr/%2e/i, # encoded .
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50
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qr/%3c/i, # encoded <
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51
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);
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52
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53
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# Bad User-Agents / Scanner Signatures
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54
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my @bad_agents = (
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55
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qr/sqlmap/i,
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56
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qr/nikto/i,
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57
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qr/nmap/i,
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58
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qr/dirbuster/i,
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59
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qr/python-requests/i,
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60
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qr/libwww/i,
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61
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);
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62
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63
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sub classify {
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64
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3
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3
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1
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148349
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my ($entry) = @_;
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65
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3
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50
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33
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15
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return () unless $entry && ref $entry eq 'HASH';
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66
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67
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3
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4
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my @threats;
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68
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69
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3
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100
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7
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push @threats, 'sql_injection' if any_match($entry->{uri}, @sqli_patterns);
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70
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3
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50
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9
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push @threats, 'client_error' if $entry->{status} =~ /^4\d\d$/;
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71
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3
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50
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6
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push @threats, 'command_injection' if any_match($entry->{uri}, @cmd_patterns);
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72
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3
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50
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6
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push @threats, 'directory_traversal' if any_match($entry->{uri}, @traversal_patterns);
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73
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3
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100
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5
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push @threats, 'xss_attempt' if any_match($entry->{uri}, @xss_patterns);
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74
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3
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50
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4
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push @threats, 'encoded_payload' if any_match($entry->{uri}, @encoded_patterns);
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75
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3
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50
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6
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push @threats, 'scanner_fingerprint' if any_match($entry->{user_agent}, @bad_agents);
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76
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3
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50
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8
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push @threats, 'http_method_abuse' if $entry->{method} =~ /^(PUT|DELETE|TRACE|CONNECT)$/;
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77
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78
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# TODO:
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79
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# 9. Rate limiting / burst detection (requires time tracking outside of this module)
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80
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# 10. Login brute-force (likely needs context or endpoint + rate info)
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81
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# 11. Header abuse (referer, user-agent anomalies — could go here)
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82
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83
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3
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10
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return @threats;
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84
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}
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85
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86
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sub any_match {
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87
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18
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18
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1
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my ($text, @patterns) = @_;
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88
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18
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15
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for my $re (@patterns) {
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89
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77
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100
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66
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292
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if ($text && $text =~ $re) {
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90
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2
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50
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warn "[DEBUG] Matched pattern $re on: $text\n" if $VERBOSE;
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91
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2
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9
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return 1;
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92
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}
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93
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}
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94
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16
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28
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return 0;
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95
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}
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96
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97
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1;
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98
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99
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=head1 NAME
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100
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101
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ThreatDetector::Classifier - Threat classification engine for parsed Apache log entries
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102
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103
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=head1 SYNOPSIS
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104
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105
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use ThreatDetector::Classifier;
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106
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107
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my @threats = ThreatDetector::Classifier::classify($entry);
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108
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109
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=head1 DESCRIPTION
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110
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111
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This module analyzes structured Apache log entries (as hashrefs) and classifies them into one or more known web threat categories. The output is a list of threat types for further processing by the dispatcher.
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112
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113
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=head1 FUNCTIONS
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114
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115
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=head2 classify($entry)
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116
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117
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Takes a hashref representing a parsed log entry (from Parser.pm) and returns a list of matching threat types. Returns an empty list if no known threats are found.
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118
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119
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=head2 any_match($text, @patterns)
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120
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121
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Internal utility function. Returns true if any regex in @patterns matches $text.
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122
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123
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=head1 THREAT TYPES RETURNED
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124
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125
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=over 4
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126
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127
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=item * sql_injection
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128
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129
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=item * client_error
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130
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131
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=item * command_injection
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132
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133
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=item * directory_traversal
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134
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135
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=item * xss_attempt
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136
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137
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=item * encoded_payload
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138
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139
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=item * scanner_fingerprint
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140
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141
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=item * http_method_abuse
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142
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143
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=back
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144
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145
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Future versions may include:
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146
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147
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=over 4
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148
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149
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=item * rate_burst
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150
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151
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=item * login_bruteforce
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152
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153
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=item * header_abuse
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154
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155
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=back
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156
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157
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=head1 AUTHOR
|
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158
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159
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|
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|
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Jason Hall
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160
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161
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=cut
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