Analysis of Detection Methods

Empirical study of Machine Learning Classifier Evaluation Metrics behavior in Massively Imbalanced and Noisy data

Authors: Gayan K. Kulatilleke, Sugandika Samarakoon | Published: 2022-08-25
Fraudulent Transaction
Analysis of Detection Methods
Machine Learning
2022.08.25 2025.05.28
Literature Database

Applying Machine Learning on RSRP-based Features for False Base Station Detection

Authors: Prajwol Kumar Nakarmi, Jakob Sternby, Ikram Ullah | Published: 2022-07-22
Model Performance Evaluation
Analysis of Detection Methods
Communication Analysis
2022.07.22 2025.05.28
Literature Database

Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap

Authors: Nicolas Tempelmeier, Elena Demidova | Published: 2022-03-21
Training Data Generation
Analysis of Detection Methods
Machine Learning
2022.03.21 2025.05.28
Literature Database

Maximum Mean Discrepancy Test is Aware of Adversarial Attacks

Authors: Ruize Gao, Feng Liu, Jingfeng Zhang, Bo Han, Tongliang Liu, Gang Niu, Masashi Sugiyama | Published: 2020-10-22 | Updated: 2021-07-11
Vulnerability of Adversarial Examples
Analysis of Detection Methods
Statistical Methods
2020.10.22 2025.05.28
Literature Database

A Review of Computer Vision Methods in Network Security

Authors: Jiawei Zhao, Rahat Masood, Suranga Seneviratne | Published: 2020-05-07
Malware Classification
Analysis of Detection Methods
Feature Extraction Method
2020.05.07 2025.05.28
Literature Database

Survey of Machine Learning Techniques for Malware Analysis

Authors: Daniele Ucci, Leonardo Aniello, Roberto Baldoni | Published: 2017-10-23 | Updated: 2018-11-26
Malware Detection Method
Dynamic Analysis
Analysis of Detection Methods
2017.10.23 2025.05.28
Literature Database