医療画像分析

Tensor Dropout for Robust Learning

Authors: Arinbjörn Kolbeinsson, Jean Kossaifi, Yannis Panagakis, Adrian Bulat, Anima Anandkumar, Ioanna Tzoulaki, Paul Matthews | Published: 2019-02-27 | Updated: 2020-12-11
モデルの頑健性保証
医療画像分析
堅牢性向上手法

Knockoff Nets: Stealing Functionality of Black-Box Models

Authors: Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz | Published: 2018-12-06
モデル抽出攻撃
医療画像分析
強化学習

Outsourcing Private Machine Learning via Lightweight Secure Arithmetic Computation

Authors: Siddharth Garg, Zahra Ghodsi, Carmit Hazay, Yuval Ishai, Antonio Marcedone, Muthuramakrishnan Venkitasubramaniam | Published: 2018-12-04
医療画像分析
安全な算術計算
差分プライバシー