Katherine Lee

Researcher, Google

Joined

October 2017

Names

Katherine Lee

Emails

****@gmail.com (Confirmed)

,

****@google.com (Confirmed)

,

****@cornell.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Google (google.com)

2017 – Present

PhD student

Cornell University (cornell.edu)

2021 – 2023

Advisors, Relations & Conflicts

Coauthor

A. Feder Cooper

2023 – Present

Coauthor

2022 – Present

Coauthor

Christopher A. Choquette-Choo

2022 – Present

Coauthor

Matthew Jagielski

2021 – Present

Coauthor

Nicholas Carlini

2020 – Present

Coauthor

Daphne Ippolito

2020 – Present

PhD Advisor

David Mimno

2021 – 2023

Expertise

datasets

,

evaluation

2020 – Present

language models

,

copyright

2020 – Present

language models

,

privacy

2017 – Present

Publications

Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
A. Feder Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Kevin Klyman, Matthew Jagielski, Katja Filippova, Ken Liu, Alexandra Chouldechova, Jamie Hayes, Yangsibo Huang, Eleni Triantafillou, Peter Kairouz, Nicole Elyse Mitchell, Niloofar Mireshghallah, Abigail Z. Jacobs, James Grimmelmann, Vitaly Shmatikov, Christopher De Sa, Ilia Shumailov, Andreas Terzis et al. (17 additional authors not shown)
- NeurIPS 2025 Position Paper Track Oral
- Readers: Everyone
Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training
Jaydeep Borkar, Matthew Jagielski, Katherine Lee, Niloofar Mireshghallah, David A. Smith, Christopher A. Choquette-Choo
- ACL-SRW 2025 Poster
- Readers: Everyone
Exploring the limits of strong membership inference attacks on large language models
Jamie Hayes, Ilia Shumailov, Christopher A. Choquette-Choo, Matthew Jagielski, Georgios Kaissis, Milad Nasr, Meenatchi Sundaram Muthu Selva Annamalai, Niloofar Mireshghallah, Igor Shilov, Matthieu Meeus, Yves-Alexandre de Montjoye, Katherine Lee, Franziska Boenisch, Adam Dziedzic, A. Feder Cooper
- NeurIPS 2025 poster
- Readers: Everyone
Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
Yangsibo Huang, Milad Nasr, Anastasios Nikolas Angelopoulos, Nicholas Carlini, Wei-Lin Chiang, Christopher A. Choquette-Choo, Daphne Ippolito, Matthew Jagielski, Katherine Lee, Ken Liu, Ion Stoica, Florian Tramèr, Chiyuan Zhang
- ICML 2025 oral
- Readers: Everyone
Scalable Extraction of Training Data from Aligned, Production Language Models
Milad Nasr, Javier Rando, Nicholas Carlini, Jonathan Hayase, Matthew Jagielski, A. Feder Cooper, Daphne Ippolito, Christopher A. Choquette-Choo, Florian Tramèr, Katherine Lee
- ICLR 2025 Poster
- Readers: Everyone
Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon
USVSN Sai Prashanth, Alvin Deng, Kyle O'Brien, Jyothir S V, Mohammad Aflah Khan, Jaydeep Borkar, Christopher A. Choquette-Choo, Jacob Ray Fuehne, Stella Biderman, Tracy Ke, Katherine Lee, Naomi Saphra
- ICLR 2025 Poster
- Readers: Everyone
LMD3: Language Model Data Density Dependence
John Kirchenbauer, Garrett Honke, Gowthami Somepalli, Jonas Geiping, Katherine Lee, Daphne Ippolito, Tom Goldstein, David Andre
- COLM
- Readers: Everyone
Stealing part of a production language model
Nicholas Carlini, Daniel Paleka, Krishnamurthy Dj Dvijotham, Thomas Steinke, Jonathan Hayase, A. Feder Cooper, Katherine Lee, Matthew Jagielski, Milad Nasr, Arthur Conmy, Eric Wallace, David Rolnick, Florian Tramèr
- ICML 2024 Oral
- Readers: Everyone
Students Parrot Their Teachers: Membership Inference on Model Distillation
Matthew Jagielski, Milad Nasr, Katherine Lee, Christopher A. Choquette-Choo, Nicholas Carlini, Florian Tramèr
- NeurIPS 2023 oral
- Readers: Everyone
Counterfactual Memorization in Neural Language Models
Chiyuan Zhang, Daphne Ippolito, Katherine Lee, Matthew Jagielski, Florian Tramèr, Nicholas Carlini
- NeurIPS 2023 spotlight
- Readers: Everyone

View all 13 publications

Co-Authors

View all 80 co-authors