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SUMMARY:intelmq.ai - adding ML model support to intelmq - Aaron Kaplan\, S
 ebastian Wagner\, Jürgen Brandl
DTSTART;TZID=Europe/Luxembourg:20251021T151500
DTEND;TZID=Europe/Luxembourg:20251021T154500
DTSTAMP:20260809T105702Z
UID:pretalx-hack-lu-2025-U3ZG7S@pretalx.com
DESCRIPTION:[IntelMQ](https://intelmq.org) is a great tool for automating 
 structured IT security data feeds for CERTs: need to process all of shadow
 server for a country? IntelMQ can easily do it. Need to alert on all vulne
 rable devices that shodan knows about? Sure! \n\nBut what about unstructur
 ed text? Many reports (CTI reports) contain lots of relevant information (
 IoCs\, TTPs\, etc.)\, but often in prose or only in semi-structured format
 s (hidden in a table\, etc.).\nFor information extraction\, LLMs and other
  AI models (BERT\, etc.) proved their merit already.\n\nThe presents will 
 show how they extended intelmq to support \nthese AI models and how the co
 mbination lends itself (semi-) automating a CTI analyst.\n\nIntelMQ to MIS
 P output included \;-)
LOCATION:Europe
URL:https://pretalx.com/hack-lu-2025/talk/U3ZG7S/
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