Matthew Jagielski

Northeastern University
Graduate Student
Email: (my last name)
About Me
I am currently a third year PhD student advised by Cristina Nita-Rotaru and Alina Oprea. I am a member of the Network and Distributed Systems Security Lab (NDS2).

I work at the intersection between machine learning, security, and privacy. The goal of my research is to design training and deployment of machine learning that is secure from real world adversaries. I also study the design of machine learning algorithms that preserve the privacy of individuals in the training set. I rely on techniques drawn from machine learning, theoretical computer science, security, and formal methods.

In other news, I enjoy running, cooking, weightlifting, and competing in Super Smash Brothers tournaments.

  • Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning
    Matthew Jagielski, Alina Oprea, Chang Liu, Cristina Nita-Rotaru, and Bo Li
    IEEE S&P (Oakland) 2018
    [Code] [Paper]
  • Threat Detection for Collaborative Adaptive Cruise Control in Connected Cars
    Matthew Jagielski, Nicholas Jones, Chung-Wei Lin, Cristina Nita-Rotaru, and Shinichi Shiraishi
    ACM WiSec 2018