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Security in AI Manufacturing agents: Top 10 LLM attack prompts

ID: bb444cf2-2f4e-5986-8833-8f7091a3f042

STIX ID: report--bb444cf2-2f4e-5986-8833-8f7091a3f042

Feed Name: Giskard

Threat Score
55/100

Date Published: 2026-07-08

Date Updated: 2026-07-28

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This white paper outlines the ten most critical LLM security attacks against AI systems on the manufacturing plant floor, describing prompt injection, CoT forgery, multi-turn jailbreaks (e.g., Crescendo Attack), sycophancy, authorization flaws, and PII leakage patterns, and emphasizing safety, operational, security, and business/liability risks to industrial workflows.

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