Machine Learning Algorithm

A Case Study on Using Deep Learning for Network Intrusion Detection

Authors: Gabriel C. Fernandez, Shouhuai Xu | Published: 2019-10-05
Data Collection
Attack Evaluation
Machine Learning Algorithm
2019.10.05 2025.05.28
Literature Database

PINFER: Privacy-Preserving Inference for Machine Learning

Authors: Marc Joye, Fabien A. P. Petitcolas | Published: 2019-10-04
Privacy Protection Mechanism
History of Cryptography
Machine Learning Algorithm
2019.10.04 2025.05.28
Literature Database

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

Authors: Gautam Raj Mode, Prasad Calyam, Khaza Anuarul Hoque | Published: 2019-10-03 | Updated: 2019-12-13
Cyber Threat
Attack Evaluation
Machine Learning Algorithm
2019.10.03 2025.05.28
Literature Database

A Data Science Approach for Honeypot Detection in Ethereum

Authors: Ramiro Camino, Christof Ferreira Torres, Mathis Baden, Radu State | Published: 2019-10-03 | Updated: 2019-12-19
Smart Contract
Attack Evaluation
Machine Learning Algorithm
2019.10.03 2025.05.28
Literature Database

Machine-Learning Techniques for Detecting Attacks in SDN

Authors: Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut | Published: 2019-10-02
Cyber Threat
Attack Evaluation
Machine Learning Algorithm
2019.10.02 2025.05.28
Literature Database

Intrusion detection systems using classical machine learning techniques versus integrated unsupervised feature learning and deep neural network

Authors: Shisrut Rawat, Aishwarya Srinivasan, Vinayakumar R | Published: 2019-10-01
Model Design and Accuracy
Attack Evaluation
Machine Learning Algorithm
2019.10.01 2025.05.28
Literature Database

Decision Explanation and Feature Importance for Invertible Networks

Authors: Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan | Published: 2019-09-30 | Updated: 2019-10-15
Model Design and Accuracy
Machine Learning Algorithm
Feature Selection Method
2019.09.30 2025.05.28
Literature Database

Dynamic data fusion using multi-input models for malware classification

Authors: Viktor Zenkov, Jason Laska | Published: 2019-09-21
Data Collection
Model Design and Accuracy
Machine Learning Algorithm
2019.09.21 2025.05.28
Literature Database

HinDom: A Robust Malicious Domain Detection System based on Heterogeneous Information Network with Transductive Classification

Authors: Xiaoqing Sun, Mingkai Tong, Jiahai Yang | Published: 2019-09-04
Graph Construction
Data Management System
Machine Learning Algorithm
2019.09.04 2025.05.28
Literature Database

Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform

Authors: Mathias Lecuyer, Riley Spahn, Kiran Vodrahalli, Roxana Geambasu, Daniel Hsu | Published: 2019-09-04 | Updated: 2019-09-06
Data Management System
Privacy Protection Mechanism
Machine Learning Algorithm
2019.09.04 2025.05.28
Literature Database
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