リスク評価

Bayesian Pseudo Posterior Mechanism for Differentially Private Machine Learning

Authors: Robert Chew, Matthew R. Williams, Elan A. Segarra, Alexander J. Preiss, Amanda Konet, Terrance D. Savitsky | Published: 2025-03-27
テキスト分類の応用
プライバシー問題
リスク評価

DeepDyve: Dynamic Verification for Deep Neural Networks

Authors: Yu Li, Min Li, Bo Luo, Ye Tian, Qiang Xu | Published: 2020-09-21 | Updated: 2020-10-16
リスク評価
性能低下の要因
最適化問題

Defensive Escort Teams via Multi-Agent Deep Reinforcement Learning

Authors: Arpit Garg, Yazied A. Hasan, Adam Yañez, Lydia Tapia | Published: 2019-10-09
リスク評価
実験的検証
強化学習環境

IntelliAV: Building an Effective On-Device Android Malware Detector

Authors: Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto | Published: 2018-02-04
リスク評価
機械学習手法
特徴抽出

Forecasting Suspicious Account Activity at Large-Scale Online Service Providers

Authors: Hassan Halawa, Matei Ripeanu, Konstantin Beznosov, Baris Coskun, Meizhu Liu | Published: 2018-01-25
モデル評価
ユーザー行動分析
リスク評価