Machine Learning Method

IntelliAV: Building an Effective On-Device Android Malware Detector

Authors: Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto | Published: 2018-02-04
Risk Assessment
Machine Learning Method
Feature Extraction
2018.02.04 2025.05.28
Literature Database

Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning

Authors: Hyrum S. Anderson, Anant Kharkar, Bobby Filar, David Evans, Phil Roth | Published: 2018-01-26 | Updated: 2018-01-30
Reinforcement Learning Method
Adversarial attack
Machine Learning Method
2018.01.26 2025.05.28
Literature Database

Secure $k$-ish Nearest Neighbors Classifier

Authors: Hayim Shaul, Dan Feldman, Daniela Rus | Published: 2018-01-22 | Updated: 2019-04-30
Secure Arithmetic Computation
Machine Learning Method
Watermarking Technology
2018.01.22 2025.05.28
Literature Database

Fusion of ANN and SVM Classifiers for Network Attack Detection

Authors: Takwa Omrani, Adel Dallali, Bilgacem Chibani Rhaimi, Jaouhar Fattahi | Published: 2018-01-09 | Updated: 2018-01-10
ML-Based IDS
Data Preprocessing
Machine Learning Method
2018.01.09 2025.05.28
Literature Database

Evaluation of Machine Learning Algorithms for Intrusion Detection System

Authors: Mohammad Almseidin, Maen Alzubi, Szilveszter Kovacs, Mouhammd Alkasassbeh | Published: 2018-01-08
ML-Based IDS
Data Preprocessing
Machine Learning Method
2018.01.08 2025.05.28
Literature Database

HeNet: A Deep Learning Approach on Intel$^\circledR$ Processor Trace for Effective Exploit Detection

Authors: Li Chen, Salmin Sultana, Ravi Sahita | Published: 2018-01-08
Multi-Domain Data Analysis
Dynamic Analysis Method
Machine Learning Method
2018.01.08 2025.05.28
Literature Database

A Novel Hybrid Biometric Electronic Voting System: Integrating Finger Print and Face Recognition

Authors: Shahram Najam Syed, Aamir Zeb Shaikh, Shabbar Naqvi | Published: 2018-01-05
User Authentication System
Machine Learning Method
Facial Recognition Technology
2018.01.05 2025.05.28
Literature Database

A Machine Learning Based Intrusion Detection System for Software Defined 5G Network

Authors: Jiaqi Li, Zhifeng Zhao, Rongpeng Li | Published: 2017-07-10
Model Performance Evaluation
Random Forest
Machine Learning Method
2017.07.10 2025.05.28
Literature Database