Session:Building a stream-based NLP (Natural Language Processing) app to monitor vulnerabilities realtime

Description	We'll set up a stream-based Python app to monitor new vulnerabilities by using NLP (Natural Language Processing) in realtime
Website(s)
Type
Kids session	No
Keyword(s)	software
Tags	faust, nlp, kafka, elasticsearch, python, vulnerabilities
Processing village	Village:Area42
Person organizing	User:D3vzer0 D3vzer0
Language	en - English en - English
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Subtitle	Hands-On
Starts at	2022-07-24T14:00:00.000Z
Ends at	2022/07/24 15:00
Duration	60 minutes
Location	Village:Area42

We'll be experimenting with some basic NLP to monitor when vulnerabilities may go trending. Using Faust (stream processing) we'll monitor RSS feeds, tweets and the NVD database and extract important keywords using basic Natural Language Processing. The results will be saved in ElasticSearch where you'll be able to create fancy graphs about what's currently trending!

Virtual machines running most of the components will be made available. The VMs will run: - Kafka - ElasticSearch - Kibana - Postgres - Miniflux

All the materials: - github.com/d3vzer0/mch2022-workshop-nlp (the NLP api) - github.com/d3vzer0/mch2022-workshop-streaming (the presentation and Faust engine) - github.com/d3vzer0/mch2022-workshop-cloud (the ansible/terraform deployment)

PS. Will be to facilitate about 6 people. I'll be able to organise multiple sessions if there is more interest :)