Brian Knott

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Data Transformation

Machine Learning

Preserving Privacy

Secure Multiparty Computation

Top Venues

IEEE Symposium on Security and Privacy

IACR Cryptol. ePrint Arch.

Publications

Junyi Shen, Dayvid V. R. Oliveira, Jin Cao, Brian Knott, Goodman Gu, Sindhu Vijaya Raghavan, Yunye Jin, Nikita Sudan, Rob Monarch
Identifying Controversial Pairs in Item-to-Item Recommendations. RecSys (2023)
Yongqin Wang, G. Edward Suh, Wenjie Xiong, Benjamin Lefaudeux, Brian Knott, Murali Annavaram, Hsien-Hsin S. Lee
Characterization of MPC-based Private Inference for Transformer-based Models. ISPASS (2022)
Sijun Tan, Brian Knott, Yuan Tian, David J. Wu
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU. IACR Cryptol. ePrint Arch. 2021 (2021)
Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
CrypTen: Secure Multi-Party Computation Meets Machine Learning. CoRR (2021)
Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
CrypTen: Secure Multi-Party Computation Meets Machine Learning. NeurIPS (2021)
Sijun Tan, Brian Knott, Yuan Tian, David J. Wu
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU. IEEE Symposium on Security and Privacy (2021)
Sijun Tan, Brian Knott, Yuan Tian, David J. Wu
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU. CoRR (2021)
Chuan Guo, Awni Y. Hannun, Brian Knott, Laurens van der Maaten, Mark Tygert, Ruiyu Zhu
Secure multiparty computations in floating-point arithmetic. CoRR (2020)
Awni Y. Hannun, Brian Knott, Shubho Sengupta, Laurens van der Maaten
Privacy-Preserving Contextual Bandits. CoRR (2019)
Robert Turcott, Jennifer Chen, Pablo Castillo, Brian Knott, Wahyudinata Setiawan, Forrest Briggs, Keith Klumb, Freddy Abnousi, Prasad Chakka, Frances Lau, Ali Israr
Efficient Evaluation of Coding Strategies for Transcutaneous Language Communication. EuroHaptics (2) (2018)
Nathan Dunkelberger, Jenny Sullivan, Joshua Bradley, Nickolas P. Walling, Indu Manickam, Gautam Dasarathy, Ali Israr, Frances W. Y. Lau, Keith Klumb, Brian Knott, Freddy Abnousi, Richard G. Baraniuk, Marcia K. O'Malley
Conveying language through haptics: a multi-sensory approach. UbiComp (2018)
Charles Dunn, Brian Knott
Resolution-defined projections for virtual reality video compression. VR (2017)
Brian Knott, Mainak Chowdhury, Alexandros Manolakos, Andrea J. Goldsmith
Benefits of coding in a noncoherent massive SIMO system. ICC (2015)