Literature Database

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

Authors: Fenglei Fan, Ge Wang | Published: 2018-01-05
Experimental Validation
Mathematical Analysis
Machine Learning Algorithm
2018.01.05 2025.05.28
Literature Database

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
Code Generation
Experimental Validation
Machine Learning Algorithm
2018.01.03 2025.05.28
Literature Database

Did you hear that? Adversarial Examples Against Automatic Speech Recognition

Authors: Moustafa Alzantot, Bharathan Balaji, Mani Srivastava | Published: 2018-01-02
Adversarial Attack Methods
Machine Learning Algorithm
Speech Enhancement Technology
2018.01.02 2025.05.28
Literature Database

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
Risk Management
Performance Evaluation Metrics
Machine Learning Algorithm
2017.12.29 2025.05.28
Literature Database

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
Model Design
Machine Learning Algorithm
Machine Learning Framework
2017.12.29 2025.05.28
Literature Database

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

Authors: Mouhammd Alkasassbeh | Published: 2017-12-27
Machine Learning Algorithm
Feature Selection Method
Communication System
2017.12.27 2025.05.28
Literature Database

Building Robust Deep Neural Networks for Road Sign Detection

Authors: Arkar Min Aung, Yousef Fadila, Radian Gondokaryono, Luis Gonzalez | Published: 2017-12-26
Robustness Improvement Method
Adversarial Example
Adversarial Attack Methods
2017.12.26 2025.05.28
Literature Database

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
Certified Robustness
Adversarial Example Detection
Adversarial Learning
2017.12.26 2025.05.28
Literature Database

Towards Measuring Membership Privacy

Authors: Yunhui Long, Vincent Bindschaedler, Carl A. Gunter | Published: 2017-12-25
Privacy Risk Management
Membership Inference
Privacy Protection in Machine Learning
2017.12.25 2025.05.28
Literature Database

Query-limited Black-box Attacks to Classifiers

Authors: Fnu Suya, Yuan Tian, David Evans, Paolo Papotti | Published: 2017-12-23
Query Generation Method
Adversarial Attack Methods
Machine Learning Algorithm
2017.12.23 2025.05.28
Literature Database
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