Feature Extraction Method

GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection

Authors: Quoc Phong Nguyen, Kar Wai Lim, Dinil Mon Divakaran, Kian Hsiang Low, Mun Choon Chan | Published: 2019-03-15
Spam Detection Method
Botnet Traffic
Feature Extraction Method

Deep Learning in Information Security

Authors: Stefan Thaler, Vlado Menkovski, Milan Petkovic | Published: 2018-09-12
Model Architecture
Certified Robustness
Feature Extraction Method

Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication

Authors: Qian Wang, Hang Li, Zhi Chen, Dou Zhao, Shuang Ye, Jiansheng Cai | Published: 2018-07-25
Model Design and Accuracy
Differential Privacy
Feature Extraction Method

Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior

Authors: Vineeth S. Bhaskara, Debanjan Bhattacharyya | Published: 2018-07-19 | Updated: 2018-07-30
Malware Classification
Feature Extraction Method
Behavior Analysis Method

Feature Extraction and Feature Selection: Reducing Data Complexity with Apache Spark

Authors: Dimitrios Sisiaridis, Olivier Markowitch | Published: 2017-12-11
Clustering methods
Data Preprocessing
Feature Extraction 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

Musical Instrument Recognition Using Their Distinctive Characteristics in Artificial Neural Networks

Authors: Babak Toghiani-Rizi, Marcus Windmark | Published: 2017-05-14
Dataset evaluation
Feature Extraction Method
Speech Enhancement Technology