IntelMQ is a great tool for automating structured IT security data feeds for CERTs: need to process all of shadowserver for a country? IntelMQ can easily do it. Need to alert on all vulnerable devices that shodan knows about? Sure!

But what about unstructured text? Many reports (CTI reports) contain lots of relevant information (IoCs, TTPs, etc.), but often in prose or only in semi-structured formats (hidden in a table, etc.).
For information extraction, LLMs and other AI models (BERT, etc.) proved their merit already.

The presents will show how they extended intelmq to support
these AI models and how the combination lends itself (semi-) automating a CTI analyst.

IntelMQ to MISP output included ;-)