機械学習手法

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

Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning

Authors: Hyrum S. Anderson, Anant Kharkar, Bobby Filar, David Evans, Phil Roth | Published: 2018-01-26 | Updated: 2018-01-30
強化学習手法
敵対的攻撃
機械学習手法

Secure $k$-ish Nearest Neighbors Classifier

Authors: Hayim Shaul, Dan Feldman, Daniela Rus | Published: 2018-01-22 | Updated: 2019-04-30
安全な算術計算
機械学習手法
透かし技術

Fusion of ANN and SVM Classifiers for Network Attack Detection

Authors: Takwa Omrani, Adel Dallali, Bilgacem Chibani Rhaimi, Jaouhar Fattahi | Published: 2018-01-09 | Updated: 2018-01-10
MLベースのIDS
データ前処理
機械学習手法

Evaluation of Machine Learning Algorithms for Intrusion Detection System

Authors: Mohammad Almseidin, Maen Alzubi, Szilveszter Kovacs, Mouhammd Alkasassbeh | Published: 2018-01-08
MLベースのIDS
データ前処理
機械学習手法

HeNet: A Deep Learning Approach on Intel$^\circledR$ Processor Trace for Effective Exploit Detection

Authors: Li Chen, Salmin Sultana, Ravi Sahita | Published: 2018-01-08
マルチドメインデータ分析
動的解析手法
機械学習手法

A Novel Hybrid Biometric Electronic Voting System: Integrating Finger Print and Face Recognition

Authors: Shahram Najam Syed, Aamir Zeb Shaikh, Shabbar Naqvi | Published: 2018-01-05
ユーザー認証システム
機械学習手法
顔認証技術

A Machine Learning Based Intrusion Detection System for Software Defined 5G Network

Authors: Jiaqi Li, Zhifeng Zhao, Rongpeng Li | Published: 2017-07-10
モデル性能評価
ランダムフォレスト
機械学習手法