Machine Learning Method

Heterogeneous Graph Neural Networks for Malicious Account Detection

Authors: Ziqi Liu, Chaochao Chen, Xinxing Yang, Jun Zhou, Xiaolong Li, Le Song | Published: 2020-02-27
Graph Neural Network
Graph Privacy
Machine Learning Method
2020.02.27 2025.05.28
Literature Database

IoT Device Identification Using Deep Learning

Authors: Jaidip Kotak, Yuval Elovici | Published: 2020-02-25
Data Management System
Performance Evaluation
Machine Learning Method
2020.02.25 2025.05.28
Literature Database

Stealing Black-Box Functionality Using The Deep Neural Tree Architecture

Authors: Daniel Teitelman, Itay Naeh, Shie Mannor | Published: 2020-02-23
Training Data Extraction Method
Training Method
Machine Learning Method
2020.02.23 2025.05.28
Literature Database

Practical Fast Gradient Sign Attack against Mammographic Image Classifier

Authors: Ibrahim Yilmaz | Published: 2020-01-27
Adversarial Learning
Adversarial Attack Detection
Machine Learning Method
2020.01.27 2025.05.28
Literature Database

Secure and Robust Machine Learning for Healthcare: A Survey

Authors: Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala Al-Fuqaha | Published: 2020-01-21
Medical Image Analysis
Adversarial Example
Machine Learning Method
2020.01.21 2025.05.28
Literature Database

An Intelligent and Time-Efficient DDoS Identification Framework for Real-Time Enterprise Networks SAD-F: Spark Based Anomaly Detection Framework

Authors: Awais Ahmed, Sufian Hameed, Muhammad Rafi, Qublai Khan Ali Mirza | Published: 2020-01-21 | Updated: 2020-02-14
DDoS Attack Detection
Network Threat Detection
Machine Learning Method
2020.01.21 2025.05.28
Literature Database

Pelican: A Deep Residual Network for Network Intrusion Detection

Authors: Peilun Wu, Hui Guo, Nour Moustafa | Published: 2020-01-19 | Updated: 2020-05-08
Network Threat Detection
Machine Learning Method
Deep Reinforcement Learning
2020.01.19 2025.05.28
Literature Database

IPPO: A Privacy-Aware Architecture for Decentralized Data-sharing

Authors: Maurizio Aiello, Enrico Cambiaso, Roberto Canonico, Leonardo Maccari, Marco Mellia, Antonio Pescapè, Ivan Vaccari | Published: 2020-01-17
Privacy Enhancing Technology
Usability
Machine Learning Method
2020.01.17 2025.05.28
Literature Database

Cyber Attack Detection thanks to Machine Learning Algorithms

Authors: Antoine Delplace, Sheryl Hermoso, Kristofer Anandita | Published: 2020-01-17
Machine Learning Method
Feature Engineering
Statistical Methods
2020.01.17 2025.05.28
Literature Database

A Comprehensive Survey on Machine Learning Techniques and User Authentication Approaches for Credit Card Fraud Detection

Authors: Niloofar Yousefi, Marie Alaghband, Ivan Garibay | Published: 2019-12-02
Performance Evaluation
Machine Learning Method
Crime Detection
2019.12.02 2025.05.28
Literature Database
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