Kristin E. Lauter

SENIOR DIRECTOR, RESEARCH SCIENCE (FAIR LABS) | SEATTLE, UNITED STATES

Kristin Lauter is Senior Director of FAIR Labs North America (2022—present), based in Seattle. Her current research areas are AI4Crypto and Private AI. She joined FAIR (Facebook AI Research) in 2021, after 22 years at Microsoft Research (MSR). At MSR she was Partner Research Manager on the senior leadership team of MSR Redmond. Before joining Microsoft in 1999, she was Hildebrandt Assistant Professor of Mathematics at the University of Michigan (1996-1999). She is an Affiliate Professor of Mathematics at the University of Washington (2008—present). She received all her advanced degrees from the University of Chicago, BA (1990), MS (1991), PhD (1996) in Mathematics. She is best known for her work on Elliptic Curve Cryptography, Supersingular Isogeny Graphs in Cryptography, Homomorphic Encryption (SEALcrypto.org), Private AI, and AI4Crypto. She served as President of the Association for Women in Mathematics from 2015-2017 and on the Council of the American Mathematical Society from 2014-2017.

Lauter has been recognized for her mathematical research and leadership with numerous awards: the Selfridge Prize in Computational Number Theory (2008), as an elected Fellow of the American Mathematical Society (2015), Fellow of the Association for Women in Mathematics (2017), Fellow of the Society for Industrial and Applied Mathematics (SIAM) in 2020, and Fellow of the American Association for the Advancement of Science (2020). In 2021, Lauter was elected as an honorary member of the Royal Spanish Mathematical Society (RSME). She was awarded the Pólya Lectureship for the Mathematical Association of America (2018–2020) and the SIAM Block Community Prize Lecturer in 2022. She gave a TED talk on Private AI at Congreso Futuro in 2020 and on AI4Crypto in 2023.

Kristin's Work

Kristin's Publications

August 09, 2024

CORE MACHINE LEARNING

Benchmarking Attacks on Learning with Errors

Emily Wenger, Eshika Saxena, Mohamed Malhou, Ellie Thieu, Kristin Lauter

August 09, 2024

February 12, 2024

CORE MACHINE LEARNING

Salsa Picante: A Machine Learning Attack On LWE with Binary Secrets

Cathy Li, Jana Sotakova, François Charton, Kristin Lauter, Emily Wenger, Evrard Garcelon, Mohamed Mahlou

February 12, 2024

December 20, 2023

INTEGRITY

An efficient algorithm for integer lattice reduction

François Charton, Kristin Lauter, Cathy Li, Mark Tygert

December 20, 2023

December 10, 2023

SALSA VERDE: a machine learning attack on Learning With Errors with sparse small secrets

Cathy Li, Emily Wenger, Zeyuan Allen-Zhu, François Charton, Kristin Lauter

December 10, 2023