Lisa Oakley

Lisa Oakley

CV | Google Scholar | GitHub | LinkedIn
oakley.l at northeastern dot edu
Pronouns: she/her

I am a fourth year PhD Candidate at Northeastern University, advised by Professor Alina Oprea as a part of the NDS2 lab.

My primary line of research focuses on formal specification and verification of cybersecurity and privacy problems. In particular, I am using tools from formal verification and probabilistic programming including probabilistic model checking and weighted model counting for exact probabilistic inference to verify robustness properties including differential privacy. In addition to my primary research goals, I am also working on implementing adversarially robust reinforcement learning for cybersecurity applications, and applying reasoning from differential privacy to real world information leakage applications including U.S. equities trading. Check out the Khoury News article about my paper award on reinforcement learning for game theoretic cybersecurity!

Apart from research interests I do crossword puzzles, perform improv comedy, crochet, and dance. I am also a co-organizer of the Khoury College PhD Women Group.

Education


Ph.D. Computer Science, September 2020-present
Northeastern University, Boston MA

M.S. Computer Science, August 2022
Northeastern University, Boston MA

B.S. Mathematics and Computer Science, December 2018
Northeastern University, Boston MA
summa cum laude

Publications and Presentations


Synthesizing Tight Privacy and Accuracy Bounds via Weighted Model Counting
Lisa Oakley, Steven Holtzen, Alina Oprea
Manuscript (In Submission) (2024)
[preprint]

What Does Privacy Mean for Stock Trading?
Speakers: Allison Bishop, Lisa Oakley
Other Contributers: Arthur Américo, Paul Cesaretti, Garrison Grogan, Adam McKoy, Robert Moss, Marcel Ribeiro, Mohammad Shokri
IACR Real World Crypto (RWC) (2024)

Defining and Controlling Information Leakage in US Equities Trading
Arthur Américo, Allison Bishop, Paul Cesaretti, Garrison Grogan, Adam McKoy, Robert Moss, Lisa Oakley, Marcel Ribeiro, Mohammad Shokri
In 24th Proceedings on Privacy Enhancing Technologies (PoPETs) (2024)
Poster at Theory and Practice of Differential Privacy Workshop (2023)
[conference paper] [blog post]

Adversarial Robustness Verification and Attack Synthesis in Stochastic Systems
Lisa Oakley, Alina Oprea, and Stavros Tripakis
In 35th IEEE Computer Security Foundations Symposium (CSF, FLoC) (2022)
[conference paper] [video] [code] [project site]

Adversarial Robustness of AI Agents Acting in Probabilistic Environments
Lisa Oakley, Alina Oprea, and Stavros Tripakis
Workshop on Foundations of Computer Security (2020)
[workshop paper] [video]

QFlip: An Adaptive Reinforcement Learning Strategy for the FlipIt Security Game
Lisa Oakley and Alina Oprea
In Proceedings of the Conference on Decision and Game Theory for Security (GameSec) (2019)
**Outstanding Student Paper Award**
[conference paper] [code] [project site]

Employment


Research Assistant

Northeastern University Cybersecurity and Privacy Institute
Boston, MA
September 2018 - Present

Quant Researcher

Proof Trading, Inc.
New York, NY
June 2022 - Present

Course Assistant

CS 2800: Logic and Computation
Instructors: Stavros Tripakis and Daniel Patterson
Boston, MA
Fall 2022 & Spring 2023

Course Assistant

CS 3000: Algorithms and Data Structures
Instructors: Huy Nguyen and Jon Ullman
Boston, MA
Spring & Fall 2018

Software Engineering Intern

VMWare Tanzu Greenplum
Palo Alto, CA
June 2018 - August 2018

Software Engineering Co-op

VMWare Tanzu
New York, NY
July 2017 - December 2017

Course Assistant

CS 2800: Logic and Computation
Instructors: Pete Manolios, Thomas Wahl, David Sprague
Boston, MA
Spring 2017

QA Engineering (mobile) Co-op

Asics Digital (Runkeeper)
Boston, MA
July 2016 - December 2016

Administrative Assitant

BNY Mellon Asset Management Company LLC
Boston, MA
October 2015 - June 2016

Public Works Intern

County of Napa
Napa, CA
April - August 2015 & June - September 2014