文献データベース

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

Building Robust Deep Neural Networks for Road Sign Detection

Authors: Arkar Min Aung, Yousef Fadila, Radian Gondokaryono, Luis Gonzalez | Published: 2017-12-26
ロバスト性向上手法
敵対的サンプル
敵対的攻撃手法

The Robust Manifold Defense: Adversarial Training using Generative Models

Authors: Ajil Jalal, Andrew Ilyas, Constantinos Daskalakis, Alexandros G. Dimakis | Published: 2017-12-26 | Updated: 2019-07-10
モデルの頑健性保証
敵対的サンプルの検知
敵対的学習

Towards Measuring Membership Privacy

Authors: Yunhui Long, Vincent Bindschaedler, Carl A. Gunter | Published: 2017-12-25
プライバシーリスク管理
メンバーシップ推論
機械学習のプライバシー保護

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