#!perl -w =head1 NAME dspam - dspam integration for qpsmtpd =head1 DESCRIPTION qpsmtpd plugin that uses dspam to classify messages. Can use SpamAssassin to train dspam. Adds the X-DSPAM-Result and X-DSPAM-Signature headers to messages. The latter is essential for training dspam and the former is useful to MDAs, MUAs, and humans. Adds a transaction note to the qpsmtpd transaction. The notes is a hashref with at least the 'class' field (Spam,Innocent,Whitelisted). It will normally contain a probability and confidence ratings as well. =head1 TRAINING DSPAM Do not just enable dspam! Its false positive rate when untrained is high. The good news is; dspam learns very, very fast. To get dspam into a useful state, it must be trained. The best method way to train dspam is to feed it two large equal sized corpuses of spam and ham from your mail server. The dspam authors suggest avoiding public corpuses. I train dspam as follows: =over 4 =item learn from SpamAssassin See the docs on the learn_from_sa feature in the CONFIG section. =item periodic training I have a script that searches the contents of every users maildir. Any read messages that have changed since the last processing run are learned as ham or spam. The ham message list consists of read messages in any folder not named like Spam, Junk, Trash, or Deleted. This catches messages that users have read and left in their inbox or filed away into subfolders. =item on-the-fly training The dovecot IMAP server has an antispam plugin that will train dspam when messages are moved to/from the Spam folder. =back =head1 CONFIG =head2 dspam_bin The path to the dspam binary. If yours is installed somewhere other than /usr/local/bin/dspam, you'll need to set this. =head2 learn_from_sa Dspam can be trained by SpamAssassin. This relationship between them requires attention to several important details: =over 4 =item 1 dspam must be listed B spamassassin in the config/plugins file. Because SA runs first, I crank the SA reject_threshold up above 100 so that all spam messages will be used to train dspam. Once dspam is trained and errors are rare, I plan to run dspam first and reduce the SA load. =item 2 Autolearn must be enabled and configured in SpamAssassin. SA autolearn preferences will determine whether a message is learned as spam or innocent by dspam. The settings to pay careful attention to in your SA local.cf file are bayes_auto_learn_threshold_spam and bayes_auto_learn_threshold_nonspam. Make sure they are both set to conservative values that are certain to yield no false positives. If you are using learn_from_sa and reject, then messages that exceed the SA threshholds will cause dspam to reject them. Again I say, make sure them SA autolearn threshholds are set high enough to avoid false positives. =item 3 dspam must be configured and working properly. I have modified the following dspam values on my system: =over 4 =item mysql storage =item Trust smtpd =item TrainingMode tum =item Tokenizer osb =item Preference "trainingMode=TOE" =item Preference "spamAction=deliver" =item Preference "signatureLocation=headers" =item TrainPristine off =item ParseToHeaders off =back Of those changes, the most important is the signature location. This plugin only supports storing the signature in the headers. If you want to train dspam after delivery (ie, users moving messages to/from spam folders), then the dspam signature must be in the headers. When using the dspam MySQL backend, use InnoDB tables. Dspam training is dramatically slowed by MyISAM table locks and dspam requires lots of training. InnoDB has row level locking and updates are much faster. =back =head2 reject Set to a floating point value between 0 and 1.00 where 0 is no confidence and 1.0 is 100% confidence. If dspam's confidence is greater than or equal to this threshold, the message will be rejected. The default is 1.00. =head2 reject_type reject_type [ temp | perm ] By default, rejects are permanent (5xx). Set this to temp if you want to defer mail instead of rejecting it with dspam. =head1 MULTIPLE RECIPIENT BEHAVIOR For messages with multiple recipients, the user that dspam is running as will be the dspam username. When messages have a single recipient, the recipient address is used as the dspam username. For dspam to trust qpsmtpd with modifying the username, you B add the username that qpsmtpd is running to to the dspamd.conf file. ie, (Trust smtpd). =head1 CHANGES =head1 AUTHOR Matt Simerson - 2012 =cut use strict; use warnings; use Qpsmtpd::Constants; use Qpsmtpd::DSN; use IO::Handle; use Socket qw(:DEFAULT :crlf); sub register { my ($self, $qp, %args) = @_; $self->log(LOGERROR, "Bad parameters for the dspam plugin") if @_ % 2; $self->{_args} = { %args }; $self->{_args}{reject} = defined $args{reject} ? $args{reject} : 1; $self->{_args}{reject_type} = $args{reject_type} || 'perm'; $self->register_hook('data_post', 'dspam_reject'); } sub hook_data_post { my ($self, $transaction) = @_; $self->log(LOGDEBUG, "check_dspam"); if ( $transaction->data_size > 500_000 ) { $self->log(LOGINFO, "skip: message too large (" . $transaction->data_size . ")" ); return (DECLINED); }; my $username = $self->select_username( $transaction ); my $message = $self->assemble_message($transaction); my $filtercmd = $self->get_filter_cmd( $transaction, $username ); $self->log(LOGDEBUG, $filtercmd); my $response = $self->dspam_process( $filtercmd, $message ); if ( ! $response ) { $self->log(LOGWARN, "skip: no response from dspam. Check logs for errors."); return (DECLINED); }; # X-DSPAM-Result: user@example.com; result="Spam"; class="Spam"; probability=1.0000; confidence=1.00; signature=N/A # X-DSPAM-Result: smtpd; result="Innocent"; class="Innocent"; probability=0.0023; confidence=1.00; signature=4f8dae6a446008399211546 my ($result,$prob,$conf,$sig) = $response =~ /result=\"(Spam|Innocent)\";.*?probability=([\d\.]+); confidence=([\d\.]+); signature=(.*)/; my $header_str = "$result, probability=$prob, confidence=$conf"; $self->log(LOGDEBUG, $header_str); $transaction->header->replace('X-DSPAM-Result', $header_str, 0); # the signature header is required if you intend to train dspam later. # In dspam.conf, set: Preference "signatureLocation=headers" $transaction->header->add('X-DSPAM-Signature', $sig, 0); return (DECLINED); }; sub select_username { my ($self, $transaction) = @_; my $recipient_count = scalar $transaction->recipients; $self->log(LOGDEBUG, "Message has $recipient_count recipients"); if ( $recipient_count > 1 ) { $self->log(LOGINFO, "skipping user prefs, $recipient_count recipients detected."); return getpwuid($>); }; # use the recipients email address as username. This enables user prefs my $username = ($transaction->recipients)[0]->address; return lc($username); }; sub assemble_message { my ($self, $transaction) = @_; $transaction->body_resetpos; my $message = "X-Envelope-From: " . $transaction->sender->format . "\n" . $transaction->header->as_string . "\n\n"; while (my $line = $transaction->body_getline) { $message .= $line; }; $message = join(CRLF, split/\n/, $message); return $message . CRLF; }; sub dspam_process { my ( $self, $filtercmd, $message ) = @_; #return $self->dspam_process_open2( $filtercmd, $message ); my ($in_fh, $out_fh); if (! open($in_fh, '-|')) { open($out_fh, "|$filtercmd") or die "Can't run $filtercmd: $!\n"; print $out_fh $message; close $out_fh; exit(0); }; #my $response = join('', <$in_fh>); my $response = <$in_fh>; close $in_fh; chomp $response; $self->log(LOGDEBUG, $response); return $response; }; sub dspam_process_open2 { my ( $self, $filtercmd, $message ) = @_; # not sure why, but this is not as reliable as I'd like. What's a dspam # error -5 mean anyway? use FileHandle; use IPC::Open2; my ($dspam_in, $dspam_out); my $pid = open2($dspam_out, $dspam_in, $filtercmd); print $dspam_in $message; close $dspam_in; #my $response = join('', <$dspam_out>); # get full response my $response = <$dspam_out>; # get first line only waitpid $pid, 0; chomp $response; $self->log(LOGDEBUG, $response); return $response; }; sub dspam_reject { my ($self, $transaction) = @_; my $d = $self->get_dspam_results( $transaction ) or return; if ( ! $d->{class} ) { $self->log(LOGWARN, "skip: no dspam class detected"); return DECLINED; }; my $status = "$d->{class}, $d->{confidence} c."; my $reject = $self->{_args}{reject} or do { $self->log(LOGINFO, "skip: reject disabled ($status)"); return DECLINED; }; if ( $reject eq 'agree' ) { return $self->dspam_reject_agree( $transaction, $d ); }; if ( $d->{class} eq 'Innocent' ) { $self->log(LOGINFO, "pass: $status"); return DECLINED; }; if ( $self->qp->connection->relay_client ) { $self->log(LOGINFO, "skip: allowing spam, user authenticated ($status)"); return DECLINED; }; if ( $d->{probability} <= $reject ) { $self->log(LOGINFO, "pass, $d->{class} probability is too low ($d->{probability} < $reject)"); return DECLINED; }; if ( $d->{confidence} != 1 ) { $self->log(LOGINFO, "pass: $d->{class} confidence is too low ($d->{confidence})"); return DECLINED; }; # dspam is more than $reject percent sure this message is spam $self->log(LOGINFO, "fail: $d->{class}, ($d->{confidence} confident)"); my $deny = $self->{_args}{reject_type} eq 'temp' ? DENYSOFT : DENY; return Qpsmtpd::DSN->media_unsupported($deny,'dspam says, no spam please'); } sub dspam_reject_agree { my ($self, $transaction, $d ) = @_; my $sa = $transaction->notes('spamassassin' ); my $status = "$d->{class}, $d->{confidence} c"; if ( ! $sa->{is_spam} ) { $self->log(LOGINFO, "pass: cannot agree, SA results missing ($status)"); return DECLINED; }; if ( $d->{class} eq 'Spam' && $sa->{is_spam} eq 'Yes' ) { $self->log(LOGINFO, "fail: agree, $status"); return Qpsmtpd::DSN->media_unsupported(DENY,'we agree, no spam please'); }; $self->log(LOGINFO, "pass: agree, $status"); return DECLINED; }; sub get_dspam_results { my ( $self, $transaction ) = @_; if ( $transaction->notes('dspam') ) { return $transaction->notes('dspam'); }; my $string = $transaction->header->get('X-DSPAM-Result') or do { $self->log(LOGWARN, "get_dspam_results: failed to find the header"); return; }; my @bits = split(/,\s+/, $string); chomp @bits; my $class = shift @bits; my %d; foreach (@bits) { my ($key,$val) = split(/=/, $_); $d{$key} = $val; }; $d{class} = $class; my $message = $d{class}; if ( defined $d{probability} && defined $d{confidence} ) { $message .= ", prob: $d{probability}, conf: $d{confidence}"; }; $self->log(LOGDEBUG, $message); $transaction->notes('dspam', \%d); return \%d; }; sub get_filter_cmd { my ($self, $transaction, $user) = @_; my $dspam_bin = $self->{_args}->{dspam_bin} || '/usr/local/bin/dspam'; my $default = "$dspam_bin --user $user --mode=tum --process --deliver=summary --stdout"; my $min_score = $self->{_args}->{learn_from_sa} or return $default; #$self->log(LOGDEBUG, "attempting to learn from SA"); my $sa = $transaction->notes('spamassassin' ); return $default if ! $sa || ! $sa->{is_spam}; if ( $sa->{is_spam} eq 'Yes' && $sa->{score} < $min_score ) { $self->log(LOGNOTICE, "SA score $sa->{score} < $min_score, skip autolearn"); return $default; }; if ( $sa->{is_spam} eq 'Yes' && $sa->{autolearn} eq 'spam' ) { return "$dspam_bin --user $user --mode=tum --source=corpus --class=spam --deliver=summary --stdout"; } elsif ( $sa->{is_spam} eq 'No' && $sa->{autolearn} eq 'ham' ) { return "$dspam_bin --user $user --mode=tum --source=corpus --class=innocent --deliver=summary --stdout"; }; return $default; };