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Living Off the LLM: How LLMs Will Change Adversary Tactics (2510.11398v1)

Published 13 Oct 2025 in cs.CR and cs.AI

Abstract: In living off the land attacks, malicious actors use legitimate tools and processes already present on a system to avoid detection. In this paper, we explore how the on-device LLMs of the future will become a security concern as threat actors integrate LLMs into their living off the land attack pipeline and ways the security community may mitigate this threat.

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