LLMs can be weight-programmed to inject backdoors via a few dormant neurons

IgorCarron · x · 2026-11-11

Alex G. Dimakis highlights a serious new attack surface: an LLM can be weight-programmed to inject a backdoor into another by modifying a few dormant neurons — e.g. triggering "rm -rf" on seeing a specific string like "I like pineapple pizza". Since most LLMs have many rarely-firing neurons, they can be reprogrammed to detect triggers and execute malicious actions; new defenses are needed.

Related event: Microsoft's Lazarus: Reprogramming fewer than 10 dormant neurons backdoors AI agents(32 posts)→

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