Privacy-Preserving XGBoost Inference

9 November 2020

Papers citing "Privacy-Preserving XGBoost Inference"

6 / 6 papers shown

Title
Privacy-Preserving Tree-Based Inference with TFHE Jordan Fréry Andrei Stoian Roman Bredehoft Luis Montero Celia Kherfallah Benoît Chevallier-Mames Arthur Meyre 17 5 0 13 Feb 2023
Privacy-Preserving Credit Card Fraud Detection using Homomorphic Encryption David Nugent 16 2 0 12 Nov 2022
Federated Boosted Decision Trees with Differential Privacy Samuel Maddock Graham Cormode Tianhao Wang Carsten Maple S. Jha FedML 42 29 0 06 Oct 2022
ML with HE: Privacy Preserving Machine Learning Inferences for Genome Studies S. Magara C. Yildirim Ferhat Yaman B. Dilekoglu F. R. Tutas Erdinç Öztürk K. Kaya Ö. Taştan E. Savaş 8 7 0 21 Oct 2021
Towards Industrial Private AI: A two-tier framework for data and model security Sunder Ali Khowaja K. Dev N. Qureshi P. Khuwaja L. Foschini FedML 23 5 0 27 Jul 2021
Large-Scale Secure XGB for Vertical Federated Learning Wenjing Fang Derun Zhao Jin Tan Chaochao Chen Chaofan Yu L. xilinx Wang Lei Wang Jun Zhou Benyu Zhang FedML 42 54 0 18 May 2020