Davis Railsback

Data pipeline engineeringPrivacySecurity

Experience

  1. Staff Engineer

    Quantum Metric

    2025Present

  2. Software Development Engineer, L6

    Amazon — Information Security

    20202025

Selected work

  1. High performance logistic regression for privacy-preserving genome analysis

    M De Cock, R Dowsley, ACA Nascimento, J Shen, A Todoki

    BMC Medical Genomics2021

  2. Fast privacy-preserving text classification based on secure multiparty computation

    A Resende, R Dowsley, ACA Nascimento, DF Aranha

    IEEE TIFS2022

  3. Privacy-preserving training of tree ensembles over continuous data

    S Adams, C Choudhary, M De Cock, R Dowsley, D Melanson, J Shen

    PoPETs2022

  4. Training differentially private models with secure multiparty computation

    S Pentyala, R Maia, R Dowsley, D Melanson, A Nascimento, M De Cock

    arXiv2022