機械学習アルゴリズム

Learning from Pseudo-Randomness With an Artificial Neural Network – Does God Play Pseudo-Dice?

Authors: Fenglei Fan, Ge Wang | Published: 2018-01-05
実験的検証
数理的解析
機械学習アルゴリズム

Learning from Mutants: Using Code Mutation to Learn and Monitor Invariants of a Cyber-Physical System

Authors: Yuqi Chen, Christopher M. Poskitt, Jun Sun | Published: 2018-01-03 | Updated: 2018-06-13
コード生成
実験的検証
機械学習アルゴリズム

Did you hear that? Adversarial Examples Against Automatic Speech Recognition

Authors: Moustafa Alzantot, Bharathan Balaji, Mani Srivastava | Published: 2018-01-02
敵対的攻撃手法
機械学習アルゴリズム
音声強化技術

A Deep Belief Network Based Machine Learning System for Risky Host Detection

Authors: Wangyan Feng, Shuning Wu, Xiaodan Li, Kevin Kunkle | Published: 2017-12-29
リスク管理
性能評価指標
機械学習アルゴリズム

Application of Convolutional Neural Network to Predict Airfoil Lift Coefficient

Authors: Yao Zhang, Woong-Je Sung, Dimitri Mavris | Published: 2017-12-29 | Updated: 2018-01-16
モデル設計
機械学習アルゴリズム
機械学習フレームワーク

An empirical evaluation for the intrusion detection features based on machine learning and feature selection methods

Authors: Mouhammd Alkasassbeh | Published: 2017-12-27
機械学習アルゴリズム
特徴選択手法
通信システム

Query-limited Black-box Attacks to Classifiers

Authors: Fnu Suya, Yuan Tian, David Evans, Paolo Papotti | Published: 2017-12-23
クエリ生成手法
敵対的攻撃手法
機械学習アルゴリズム

Cyberattack Detection in Mobile Cloud Computing: A Deep Learning Approach

Authors: Khoi Khac Nguyen, Dinh Thai Hoang, Dusit Niyato, Ping Wang, Diep Nguyen, Eryk Dutkiewicz | Published: 2017-12-16
MLベースのIDS
プロアクティブ防御
機械学習アルゴリズム

Improving Malware Detection Accuracy by Extracting Icon Information

Authors: Pedro Silva, Sepehr Akhavan-Masouleh, Li Li | Published: 2017-12-10
クラスタリング手法
機械学習アルゴリズム
画像特徴抽出

Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection

Authors: Ruimin Sun, Xiaoyong Yuan, Pan He, Qile Zhu, Aokun Chen, Andre Gregio, Daniela Oliveira, Xiaolin Li | Published: 2017-12-04 | Updated: 2021-10-17
バックドアモデルの検知
機械学習アルゴリズム
深層学習モデル