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Race Condition Attacks against LLMs

ID: 372c45d3-4d2c-515f-90ff-37af04fc21e5

STIX ID: report--372c45d3-4d2c-515f-90ff-37af04fc21e5

Feed Name: Schneier on Security

Threat Score
35/100

Date Published: 2024-11-29

Date Updated: 2026-04-19

Author: Bruce Schneier

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This blog post introduces "flowbreaking" race-condition attacks against LLM systems that target the surrounding application architecture and guardrail sequencing rather than the model internals, describing the "Second Thoughts" retraction behavior and a Stop-button streaming race that can cause guardrails to be bypassed and sensitive content to be released.

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