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Tool and Jupyter Notebook used in "Enhance Investigations Using LLM, Embeddings, and Clustering" SANS AI Cybersecurity Summit talk.

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sansaisummit24

Tool and Jupyter Notebook used in "Enhance Investigations Using LLM, Embeddings, and Clustering" SANS AI Cybersecurity Summit talk.

Project Structure

/notebook - Folder that contains clustering Jupyter notebook and associated module and requirements.

/cluster-commands-rs - Folder that contains the Rust source for the demo'd cluster-commands.exe tool.

Building the Rust tool

It is asumed you already have Rust installed on your machine. cd into the /cluster-commands-rs folder and run cargo build --release.

The binary exe will be under /cluster-commands-rs/target/release. Give the command a -h for help prompt.

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Tool and Jupyter Notebook used in "Enhance Investigations Using LLM, Embeddings, and Clustering" SANS AI Cybersecurity Summit talk.

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  • Rust 59.1%
  • Jupyter Notebook 34.6%
  • Python 6.3%