Photograph of Kyle Simpson at Loch an Eilein, Aviemore.

I’m Kyle Simpson Orcid Link, a PhD student in Computing Science at the University of Glasgow supervised by Professor Dimitrios Pezaros. I work within the Glasgow Systems Section on automated intrusion detection and prevention.

I take interest in research of networks, reinforcement learning, computer graphics and combinatorial search, and enjoy hobbyist game development and cooking.

I love solving hard problems in new fields—feel free to email me at any time.

Blog

Recent Talks/Posters

Recent Publications and Conference Papers

  • Seiðr: Dataplane Assisted Flow Classification Using ML: Kyle A. Simpson, Richard Cziva, Dimitrios P. Pezaros. IEEE GLOBECOM 2020, to appear.
    Author-final PDF
  • Per-Host DDoS Mitigation by Direct-Control Reinforcement Learning: Kyle A. Simpson, Simon Rogers, Dimitrios P. Pezaros. IEEE TNSM, March 2020.
    Author-final PDF DOI Source code
  • On Maximum Weight Clique Algorithms, and How They Are Evaluated: Ciaran McCreesh, Patrick Prosser, Kyle Simpson, James Trimble. CP 2017.
    Author-final PDF DOI Benchmark instances