Malware Detection Method

Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables

Authors: Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli | Published: 2018-03-12
Malware Detection Method
Adversarial Attack Detection
Encryption Technology
2018.03.12 2025.05.28
Literature Database

Contaminant Removal for Android Malware Detection Systems

Authors: Lichao Sun, Xiaokai Wei, Jiawei Zhang, Lifang He, Philip S. Yu, Witawas Srisa-an | Published: 2017-11-07 | Updated: 2017-11-14
Dataset Generation
Malware Detection Method
Random Forest
2017.11.07 2025.05.28
Literature Database

Computer activity learning from system call time series

Authors: Curt Hastings, Ronnie Mainieri | Published: 2017-11-06
Clustering methods
Trigger Detection
Malware Detection Method
2017.11.06 2025.05.28
Literature Database

Malware Detection by Eating a Whole EXE

Authors: Edward Raff, Jon Barker, Jared Sylvester, Robert Brandon, Bryan Catanzaro, Charles Nicholas | Published: 2017-10-25
Malware Classification
Malware Detection Method
Model Design
2017.10.25 2025.05.28
Literature Database

Survey of Machine Learning Techniques for Malware Analysis

Authors: Daniele Ucci, Leonardo Aniello, Roberto Baldoni | Published: 2017-10-23 | Updated: 2018-11-26
Malware Detection Method
Dynamic Analysis
Analysis of Detection Methods
2017.10.23 2025.05.28
Literature Database

Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection

Authors: TonTon Hsien-De Huang, Chia-Mu Yu, Hung-Yu Kao | Published: 2017-10-15
Data Collection Method
Malware Detection Method
Information Security
2017.10.15 2025.05.28
Literature Database

Performance Comparison of Intrusion Detection Systems and Application of Machine Learning to Snort System

Authors: Syed Ali Raza Shah, Biju Issac | Published: 2017-10-13 | Updated: 2017-11-07
Malware Detection Method
Information Security
Anomaly Detection Method
2017.10.13 2025.05.28
Literature Database

A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization

Authors: Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu | Published: 2017-04-06 | Updated: 2017-04-08
Security Analysis Method
Program Analysis
Malware Detection Method
2017.04.06 2025.05.28
Literature Database