Machine Learning Algorithm

Cyberattack Detection in Mobile Cloud Computing: A Deep Learning Approach

Authors: Khoi Khac Nguyen, Dinh Thai Hoang, Dusit Niyato, Ping Wang, Diep Nguyen, Eryk Dutkiewicz | Published: 2017-12-16
ML-Based IDS
Proactive Defense
Machine Learning Algorithm
2017.12.16 2025.05.28
Literature Database

Improving Malware Detection Accuracy by Extracting Icon Information

Authors: Pedro Silva, Sepehr Akhavan-Masouleh, Li Li | Published: 2017-12-10
Clustering methods
Machine Learning Algorithm
Image Feature Extraction
2017.12.10 2025.05.28
Literature Database

Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection

Authors: Ruimin Sun, Xiaoyong Yuan, Pan He, Qile Zhu, Aokun Chen, Andre Gregio, Daniela Oliveira, Xiaolin Li | Published: 2017-12-04 | Updated: 2021-10-17
Backdoor Detection
Machine Learning Algorithm
Deep Learning Model
2017.12.04 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

Dynamic Analysis of Executables to Detect and Characterize Malware

Authors: Michael R. Smith, Joe B. Ingram, Christopher C. Lamb, Timothy J. Draelos, Justin E. Doak, James B. Aimone, Conrad D. James | Published: 2017-11-10 | Updated: 2018-09-28
System Call Analysis
Model evaluation methods
Machine Learning Algorithm
2017.11.10 2025.05.28
Literature Database