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Bioinformatics pipelines already have robust tools for crunching raw sequencing reads; BaseCamp proves that a consortium of small, local LLMs can automate the brittle human judgment layer that configures them without ever exposing the underlying genomic data.
This paper implements the white-box CLWE-RFF backdoor construction end to end using only numpy and scipy, to test whether this threat is realizable with commodity scientific-computing tools or requires specialized cryptographic infrastructure.
A novel macrostate framework transforms how we detect and interpret anomalies in network telemetry, revealing hidden patterns that traditional methods miss.