Machine Learning Application

Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier

Authors: Yuyang Zhou, Guang Cheng, Shanqing Jiang, Mian Dai | Published: 2019-04-02 | Updated: 2020-04-02
Ensemble Learning
Machine Learning Application
evaluation metrics
2019.04.02 2025.05.28
Literature Database

Deep Learning in steganography and steganalysis from 2015 to 2018

Authors: Marc Chaumont | Published: 2019-03-31 | Updated: 2019-10-16
Steganography Techniques
Machine Learning Application
Deep Learning-Based IDS
2019.03.31 2025.05.28
Literature Database

Tackling Android Stego Apps in the Wild

Authors: Wenhao Chen, Li Lin, Min Wu, Jennifer Newman | Published: 2018-08-01
Data Leakage
Machine Learning Application
Image Processing
2018.08.01 2025.05.28
Literature Database

Ensemble-based Multi-Filter Feature Selection Method for DDoS Detection in Cloud Computing

Authors: Opeyemi Osanaiye, Kim-Kwang Raymond Choo2, Ali Dehghantanha, Zheng Xu, Mqhele Dlodlo | Published: 2018-07-27
Model Evaluation
Machine Learning Application
Feature Selection Method
2018.07.27 2025.05.28
Literature Database

Leveraging Machine Learning Techniques for Windows Ransomware Network Traffic Detection

Authors: Omar M. K. Alhawi, James Baldwin, Ali Dehghantanha | Published: 2018-07-27
Backdoor Detection
Model Evaluation
Machine Learning Application
2018.07.27 2025.05.28
Literature Database

Variance Networks: When Expectation Does Not Meet Your Expectations

Authors: Kirill Neklyudov, Dmitry Molchanov, Arsenii Ashukha, Dmitry Vetrov | Published: 2018-03-10 | Updated: 2019-02-18
Bayesian Security
Adversarial Learning
Machine Learning Application
2018.03.10 2025.05.28
Literature Database

Generative Adversarial Positive-Unlabelled Learning

Authors: Ming Hou, Brahim Chaib-draa, Chao Li, Qibin Zhao | Published: 2017-11-21 | Updated: 2018-04-04
Machine Learning Algorithm
Machine Learning Application
Generative Model Characteristics
2017.11.21 2025.05.28
Literature Database

AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis

Authors: Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan, Yang Liu | Published: 2017-11-20 | Updated: 2017-11-21
Dataset Integration
Machine Learning Application
Knowledge Extraction
2017.11.20 2025.05.28
Literature Database

Towards Developing Network forensic mechanism for Botnet Activities in the IoT based on Machine Learning Techniques

Authors: Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Jill Slay | Published: 2017-11-08
Network Forensics
Botnet Detection Method
Machine Learning Application
2017.11.08 2025.05.28
Literature Database

Process Monitoring on Sequences of System Call Count Vectors

Authors: Michael Dymshits, Ben Myara, David Tolpin | Published: 2017-07-12
Data Collection
Machine Learning Application
Anomaly Detection Algorithm
2017.07.12 2025.05.28
Literature Database