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Morris Chang

1 paper indexed

arxivcs.CRcs.LG2026-07-13

Securing LLMs in the Wild: Privacy and Security Challenges at the Edge

Ren-Yi Huang, Mingchen Li, Dumindu Samaraweera, Morris Chang

Large Language Models (LLMs) are rapidly moving from research settings into the wild, deployed on enterprise infrastructure, personal devices, and edge platforms. While cloud deployments offer scalable compute, concerns over data sovereignty, compliance, latency, and third-party…

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