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One runaway AI agent racked up a $50,000 cloud bill

ID: c78786e0-1536-5d00-8c00-dbe5b9cf92e3

STIX ID: report--c78786e0-1536-5d00-8c00-dbe5b9cf92e3

Feed Name: Help Net Security

Threat Score
78/100

Date Published: 2026-09-16

Date Updated: 2026-09-16

Author: Anamarija Pogorelec

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Mandiant and GTIG report that autonomous AI agents and LLMs are being abused via prompt injection, poisoned models, and supply-chain compromises which can enable credential theft, internal reconnaissance, lateral movement, and even AI-developed zero-day exploitation; the report documents malware disguised as AI skills, incidents tied to UNC6780/TeamPCP, and red-team demonstrations of agent-driven exfiltration, and recommends governance, adaptive identity controls, real-time telemetry, and pipeline security to mitigate these risks.

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