オンライン学習

Adaptive Fraud Detection System Using Dynamic Risk Features

Authors: Huiying Mao, Yung-wen Liu, Yuting Jia, Jay Nanduri | Published: 2018-10-10
FR検出メカニズム
オンライン学習
一般化の影響

Adversarial Reinforcement Learning for Observer Design in Autonomous Systems under Cyber Attacks

Authors: Abhishek Gupta, Zhaoyuan Yang | Published: 2018-09-15
オンライン学習
ロバスト性向上手法
敵対的攻撃手法

Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach

Authors: Mehmet Necip Kurt, Oyetunji Ogundijo, Chong Li, Xiaodong Wang | Published: 2018-09-14
POMDP問題
オンライン学習
状態遷移モデル

Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version)

Authors: Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu | Published: 2017-06-03 | Updated: 2017-07-06
オンライン学習
プライバシー問題
特徴選択