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OpenAI and Anthropic LLMs Used to Attack Mexican Water Utility's Critical Infrastructure

Published · updated · curated by AI Is Going Just Great

Source: infosecurity-magazine.com

Commercial AI tools assisted an adversary with no prior objective in OT targeting to identify an OT environment and develop a viable access pathway.

Cybersecurity firm Dragos has reported that attackers used Anthropic's Claude and OpenAI's GPT models to carry out a cyberattack against a municipal water and drainage utility in the Monterrey metropolitan area of Mexico, between December 2025 and February 2026. Claude served as "the primary technical executor" — handling intrusion planning, malware development, and even analyzing SCADA vendor documentation to generate brute-force credential lists. GPT models handled data analysis and Spanish-language output.

The good news: the attackers failed to breach the operational technology (OT) systems. The bad news: Dragos notes the adversary had no prior experience targeting OT environments — the AI filled that gap. OpenAI confirmed the relevant accounts have been banned, calling the data analysis use "inherently dual use." Anthropic had not responded at time of publication.

OpenAI and Anthropic LLMs Used to Attack Mexican Water Utility's Critical Infrastructure — AI Is Going Just Great