Nate Mathews
Research Scientist at Rochester Institute of Technology
City of Rochester, New York, United States
Summary
👤
Senior🎓
Top SchoolNate Mathews is a research scientist and PhD candidate at Rochester Institute of Technology with nine years of experience applying machine learning to cybersecurity, privacy, and network traffic analysis. He has pioneered deep-learning and transformer-based approaches for website fingerprinting and flow correlation attacks, producing papers at ACM CCS and IEEE S&P and helping secure over $1M in related grants. Nate bridges offensive and defensive research, developing models that both expose and mitigate privacy vulnerabilities in anonymity networks and achieving substantial reductions in flow-correlation error through deep metric learning. He also teaches advanced cybersecurity and ML courses, created a novel LLMs-in-cybersecurity class, and mentors students in experimental design and publication. Based in Rochester, NY, he is active on GitHub and maintains a personal project site that documents his publications and tooling. Colleagues describe him as a pragmatic researcher who moves rapidly from theoretical insight to reproducible code and real-world evaluation.
9 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Computing and Information Sciences, Doctor of Philosophy - PhD, Computing and Information Sciences at Rochester Institute of Technology
Github Skills (14)
mongodb10
discord-bot10
discord10
calendars10
credit6
privacy-enhancing-technologies4
deep-learning3
machine-learning3
fingerprinting3
packet3
privacy2
generative2
pytorch1
generative-adversarial-network1
Programming languages (3)
Github contributions (5)
notem/Saber-Bot
Nov 2016 - Sep 2022
A discord bot to manage schedules & calendars with discord notifications.
Contributions:699 commits, 550 pushes, 14 branches in 5 years 10 months
calendardiscordschedulesbotdiscord-bot
notem/tor-browser-crawler
Oct 2019 - Feb 2021
Contributions:4 commits, 4 pushes in 1 year 3 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.