DeepSec 2022 Talk: Machine Learning Use in OSINT – Giorgi Iashvili
Open source intelligence is one of the important aspects of cyber security activities as it relies on the publicly available sources, such as social networks, websites, blogs, etc. This includes data mining and gathering techniques, as well as data extraction and data analysis activities. Open source intelligence is widely used in different fields today. Mainly, this process runs manually and is fully managed by humans. Moving from a manual to automated processes in OSINT is vital, especially that we work with real-world operations. Different components must build a relevant system to provide automated open source-based activities together with training simulations for the Machine Learning. The structure of the ML approach is the following: Requirements: Information used from previous user experience; Collection: Web crawlers or / and scrapers; Processing exploration: Pattern recognition, Detection of the