Brian Knott

Researcher, Facebook

Joined

May 2021

Names

Brian Knott (Preferred)

Emails

****@fb.com (Confirmed)

Personal Links

Career & Education History

Researcher

Facebook (fb.com)

2018 – Present

Advisors, Relations & Conflicts

Coworker

Laurens van der Maaten

2018 – Present

Coworker

Shubho Sengupta

2018 – Present

Expertise

Machine Learning

Present

Secure Multiparty Computation

,

MPC

Present

Publications

Characterizing and Improving MPC-based Private Inference for Transformer-based Models
Yongqin Wang, Edward Suh, Wenjie Xiong, Brian Knott, Benjamin Lefaudeux, Murali Annavaram, Hsien-Hsin Lee
- Published: 04 Nov 2021, Last Modified: 15 May 2023
- PRIML 2021 Poster
- Readers: Everyone
CrypTen: Secure Multi-Party Computation Meets Machine Learning
Brian Knott, Shobha Venkataraman, Awni Hannun, Shubhabrata Sengupta, Mark Ibrahim, Laurens van der Maaten
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors