Performance Evaluation

HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition

Authors: Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen | Published: 2018-09-04
Robustness Improvement Method
Performance Evaluation
Adversarial Example Detection

Machine Learning Methods for Network Intrusion Detection

Authors: Mouhammad Alkasassbeh, Mohammad Almseidin | Published: 2018-09-01
Dataset evaluation
Performance Evaluation
Feature Engineering

Efficient ConvNets for Analog Arrays

Authors: Malte J. Rasch, Tayfun Gokmen, Mattia Rigotti, Wilfried Haensch | Published: 2018-07-03
Algorithm
Performance Evaluation

Stochastic Layer-Wise Precision in Deep Neural Networks

Authors: Griffin Lacey, Graham W. Taylor, Shawki Areibi | Published: 2018-07-03
Algorithm
Performance Evaluation
Quantum Classifier

Detection of Compromised Smart Grid Devices with Machine Learning and Convolution Techniques

Authors: Cengiz Kaygusuz, Leonardo Babun, Hidayet Aksu, A. Selcuk Uluagac | Published: 2018-04-13
FDI Attack Detection Methods
Performance Evaluation
Anomaly Detection Method

p-FP: Extraction, Classification, and Prediction of Website Fingerprints with Deep Learning

Authors: Se Eun Oh, Saikrishna Sunkam, Nicholas Hopper | Published: 2017-11-10 | Updated: 2018-04-02
Multi-Class Classification
Performance Evaluation
Feature Extraction Method

Data Driven Exploratory Attacks on Black Box Classifiers in Adversarial Domains

Authors: Tegjyot Singh Sethi, Mehmed Kantardzic | Published: 2017-03-23
Performance Evaluation
Attack Pattern Extraction
Adversarial Example

Implicit Sensor-based Authentication of Smartphone Users with Smartwatch

Authors: Wei-Han Lee, Ruby Lee | Published: 2017-03-10
Security Analysis
Performance Evaluation
Behavioral Authentication System