Defining ATT&CK Data Sources, Part I: Enhancing the Current State

Figure 1: Example of Mapping of Process Data Source to Event Logs

Discussion around ATT&CK often involves tactics, techniques, procedures, detections, and mitigations, but a significant element is often overlooked: data sources. Data sources for every technique provide

valuable context and opportunities to improve your security posture and impact your detection strategy.

This two-part blog series will outline a new methodology to extend ATT&CK’s current data sources. In this post, we explore the current state of data sources and an initial approach to enhance them through data modeling. We’ll define what an ATT&CK data source object represents and how we can extend it to introduce the concept of data components. In our next post we’ll introduce a methodology to help define new ATT&CK data source objects.

The table below outlines our proposed data source object schema:

Table 1: ATT&CK Data Source Object

Where to Find Data Sources Today

Data sources are featured as part of the (sub)technique object properties:

Figure 2: LSASS Memory Sub-Technique (

While the current structure only contains the names of the data sources, to understand and effectively apply these data sources, it is necessary to align them with detection technologies, logs, and sensors.

Improving the Current Data Sources in ATT&CK

The MITRE ATT&CK: Design and Philosophy white-paper defines data sources as “information collected by a sensor or logging system that may be used to collect information relevant to identifying the action being performed, sequence of actions, or the results of those actions by an adversary”.

ATT&CK’s data sources provide a way to create a relationship between adversary activity and the telemetry collected in a network environment. This makes data sources one of the most vital aspects when developing detection rules for adversary actions mapped to the framework.

Need some visualizations and audio track to help decipher the relationships between data sources and the number of techniques covered by them? My brother and I recently presented at ATT&CKcon on how you can explore more about data sources metadata and how to use sources to drive successful hunt programs.