Traditional pub/sub only broadcasts the current de-facto state of a system. Published messages are either processed by a subscriber or not. Once it message has passed, it will not be published again.

This is problematic when it comes to intelligence items, such as indicators of compromise (IOCs). The relevance of IOCs usually spikes shortly after they get known and then decays over time. In a usual pub/sub system, new subscribers will not see previously published messages, even though they might still be very relevant to the subscriber.

Threat Bus addresses this with the snapshot feature: New subscribers can ask for a historic snapshot of past intelligence items.

Requesting Snapshots

Requesting a snapshot is part of the subscription interface for clients. The subscription data structure looks as follows.

class Subscription:
topic: str
snapshot: timedelta

In case the requested snapshot time delta is greater than zero, Threat Bus forwards the request to all plugins. How this request is handled is up to the implementing plugin.

Point-To-Point Forwarding

Instead of publishing requested snapshot data again, Threat Bus uses a point-to-point transmission model. Only the application that requests a snapshot gets to see the snapshot. That prevents all other subscribers from eventually seeing messages more than once.


Snapshotting is implemented by the application plugins. When a new subscriber asks for a snapshot, Threat Bus forwards the request to all implementing plugins. Apps optionally implement the snapshot feature.

For example, the MISP plugin implements such a handler. When Threat Bus invokes the handler, the plugin performs a MISP API search for IOCs in the requested time range. All found items are then passed back to the bus for distribution.