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Between input and output: The enigma of being a Spamhaus threat investigator

ID: 95d2cd4f-3459-5dfb-8b1c-afcf30c54ee4

STIX ID: report--95d2cd4f-3459-5dfb-8b1c-afcf30c54ee4

Feed Name: The Spamhaus Project

Date Published: 2024-04-03

Date Updated: 2026-04-30

Author: Jonas Arnold

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The piece explains that while machine learning is used in abuse-fighting systems, human investigators are still indispensable: manual, interdisciplinary research provides socio-economic context, uncovers subtle signals and behavioral patterns, and helps track cybercrime organizations and shifts in the threat landscape, so Spamhaus combines automated tools with human-led investigations.

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