Reputation plugin

This plugin is designed to monitor the reputation of various objects and adjust scores accordingly.

For instance, if you have a DKIM domain that is known to be used for spam, this module enables you to decrease the negative score of the DKIM_ALLOW symbol, or even add some score.

Conversely, if a domain has a high reputation, the DKIM_ALLOW score will have a more negative score (like auto-whitelisting) and increase the score for DKIM_REJECT accordingly (since the message looks like a phishing attempt).

Additionally, this module encompasses the functionality of the following modules:

• ip_score - by means of ip component
• url_reputation - by means of url component (removed in Rspamd 2.0)

Configuration and principles of work

Like many other modules, this module requires a set of rules to be defined. Each rule comprises the following components:

• Selector configuration - specifies the data to be extracted from a message and defines data processing logic
• Backend configuration - determines where reputational tokens should be stored and queried. For instance, Redis can be used for both storing and extracting, while DNS can only be used as a read-only storage
• Common configuration - defines generic rule parameters, such as a symbol, that are not related to either the backend or the selector

Below are a few examples of such configurations:

# local.d/reputation.conf
rules {
  ip_reputation = {
    selector "ip" {
    }
    backend "redis" {
      servers = "localhost";
    }

    symbol = "IP_REPUTATION";
  }
  spf_reputation =  {
    selector "spf" {
    }
    backend "redis" {
      servers = "localhost";
    }

    symbol = "SPF_REPUTATION";
  }
  dkim_reputation =  {
    selector "dkim" {
    }
    backend "redis" {
      servers = "localhost";
    }

    symbol = "DKIM_REPUTATION"; # Also adjusts scores for DKIM_ALLOW, DKIM_REJECT
  }
  generic_reputation =  {
    selector "generic" {
      selector = "ip"; # see https://rspamd.com/doc/configuration/selectors.html
    }
    backend "redis" {
      servers = "localhost";
    }

    symbol = "GENERIC_REPUTATION";
  }
}

You also need to define the scores for symbols added by this module:

# local.d/groups.conf
group "reputation" {
    symbols = {
        "IP_REPUTATION_HAM" {
            weight = 1.0;
        }
        "IP_REPUTATION_SPAM" {
            weight = 4.0;
        }

        "DKIM_REPUTATION" {
            weight = 1.0;
        }

        "SPF_REPUTATION_HAM" {
            weight = 1.0;
        }
        "SPF_REPUTATION_SPAM" {
            weight = 2.0;
        }

        "GENERIC_REPUTATION" {
            weight = 1.0;
        }
    }
}

The weight assigned to these symbols are merely examples and you should adjust them to fit your particular situation.

The image below illustrates the process of reputation token handling:

Backends configuration and principles of work

Selectors provide what are known as tokens for backends. For instance, in the case of IP reputation, these tokens could be asn, ipnet, and country. Each token is mapped to a particular key in the backend. In the case of Redis backend, there is a concept of buckets, with each bucket containing a set of counters that indicate the number of messages with a specific action:

• number of spam messages
• number of ham messages
• number of probable spam (junk) messages

When filling these buckets, the score may also be taken into account. Additionally, each bucket has two other attributes:

• time window;
• score multiplier;

Each bucket uses discrete time windows that are specified. By default, two buckets are defined for Redis:

buckets = [
  {
    time = 1h,
    name = '1h',
    mult = 1.5,
  },
  {
    time = 1d,
    name = '1d',
    mult = 1.0,
  }
];

Upon bucket lookup, you have the following attributes:

1. Number of messages of the each class (let's say h, s, j)
2. Bucket score (e.g. 1.5 for short term bucket)
3. Combination formula defined in the selector:

$$ f(buckets)=\sum_{i=1}^n {(spam_{i} * mult_{spam} + ham_{i} * mult_{ham} + junk_{i} * mult_{junk}) * bscore_{i}} $$

Selector types

There are couple of pre-defined selector types, specifically:

• SPF reputation - spf selector
• DKIM reputation - dkim selector
• IP, asn, country and network reputation - ip selector
• URLs reputation - url selector
• Generic reputation based on selectors framework - generic selector

All selector types except for generic do not require explicit configuration. The generic selector, on the other hand, necessitates the setting of a selector attribute. For more advanced selector configurations, you may refer to the module's source code.