機械学習の応用

Leveraging Machine Learning Techniques for Windows Ransomware Network Traffic Detection

Authors: Omar M. K. Alhawi, James Baldwin, Ali Dehghantanha | Published: 2018-07-27
バックドアモデルの検知
モデル評価
機械学習の応用

Variance Networks: When Expectation Does Not Meet Your Expectations

Authors: Kirill Neklyudov, Dmitry Molchanov, Arsenii Ashukha, Dmitry Vetrov | Published: 2018-03-10 | Updated: 2019-02-18
ベイズセキュリティ
敵対的学習
機械学習の応用

Generative Adversarial Positive-Unlabelled Learning

Authors: Ming Hou, Brahim Chaib-draa, Chao Li, Qibin Zhao | Published: 2017-11-21 | Updated: 2018-04-04
機械学習アルゴリズム
機械学習の応用
生成モデル特性

AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis

Authors: Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan, Yang Liu | Published: 2017-11-20 | Updated: 2017-11-21
データセット統合
機械学習の応用
知識抽出

Towards Developing Network forensic mechanism for Botnet Activities in the IoT based on Machine Learning Techniques

Authors: Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Jill Slay | Published: 2017-11-08
ネットワークフォレンジックス
ボットネット検出手法
機械学習の応用

Process Monitoring on Sequences of System Call Count Vectors

Authors: Michael Dymshits, Ben Myara, David Tolpin | Published: 2017-07-12
データ収集
機械学習の応用
異常検知アルゴリズム