David Melanson

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Privacy Preservation

Differentially Private

Continuous Data

Top Venues

IACR Cryptol. ePrint Arch.

Neural Process. Lett.

Proc. Priv. Enhancing Technol.

Publications

David Melanson, Ricardo Maia, Hee-Seok Kim, Anderson C. A. Nascimento, Martine De Cock
Secure Multi-Party Computation for Personalized Human Activity Recognition. Neural Process. Lett. 55 (3) (2023)
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Martine De Cock
Training Differentially Private Models with Secure Multiparty Computation. IACR Cryptol. ePrint Arch. 2022 (2022)
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Martine De Cock
Training Differentially Private Models with Secure Multiparty Computation. CoRR (2022)
Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen
Privacy-preserving training of tree ensembles over continuous data. Proc. Priv. Enhancing Technol. 2022 (2) (2022)
Sikha Pentyala, David Melanson, Martine De Cock, Golnoosh Farnadi
PrivFair: a Library for Privacy-Preserving Fairness Auditing. CoRR (2022)
Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen
Privacy-Preserving Training of Tree Ensembles over Continuous Data. CoRR (2021)
Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen
Privacy-Preserving Training of Tree Ensembles over Continuous Data. IACR Cryptol. ePrint Arch. 2021 (2021)