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Starting my Ph.D. at Augusta University
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Starting my Ph.D. at Augusta University
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SamuelSchwertfeger/README.md

Samuel Schwertfeger, Ph.D. Student, Computer and Cyber Sciences, Augusta University

Website CV LinkedIn Email

First-year Ph.D. student in Computer and Cyber Sciences at Augusta University and U.S. Army Cyber officer.

Research

Machine-Aware Local Language Models: Separating User Changes from Attacker Persistence on Linux

A new cron job, systemd service, or SSH key can be routine work by the machine's owner or an attacker making sure they can get back in. I am studying whether a local language model that knows the machine's history can tell the two apart and explain why.

Research pipeline: Linux host, detected changes, machine-aware local LLM with machine context, classified as user change or attacker persistence

Projects

  • XAI for Intrusion Detection: Reading List: a curated, verified list of papers on explainable AI for intrusion detection.
  • SIEM/IDS Detection Lab: undergraduate research at Georgia Southern University, validating Splunk and Snort detections against NIST SP 800-53.

Full CV, research details, and contact: samuelschwertfeger.github.io

Views expressed here are my own and do not represent the U.S. Army or the Department of Defense.

Pinned Loading

  1. idsdata idsdata Public

    Versioned, checksummed loaders and a linter for intrusion-detection datasets

    Python

  2. resultstex resultstex Public

    Keep every number in a LaTeX paper generated from code

    Python

  3. ov02c10-camera-fix ov02c10-camera-fix Public

    Forked from sethbarrett50/ov02c10-camera-fix

    Rust rewrite of the OV02C10 / Intel IPU6 webcam fix for Linux laptops (Dell XPS 16): one static binary, on-demand capture into a v4l2loopback camera, .deb releases

    Rust 1

  4. xai-intrusion-detection-papers xai-intrusion-detection-papers Public

    Curated, verified reading list on explainable AI for network intrusion detection