Enhanced capsule network‐based executable files malware detection and classification—deep learning approach

Ensemble-Based Classification Using Neural Networks and Machine Learning Models for Windows PE Malware Detection

(2021) Robertas Damaševičius et al.   Electronics

An Efficient DenseNet-Based Deep Learning Model for Malware Detection

(2021) Jeyaprakash Hemalatha et al.   Entropy

HYDRA: A multimodal deep learning framework for malware classification

(2020) Daniel Gibert et al.   COMPUTERS & SECURITY

Malware-Detection Method with a Convolutional Recurrent Neural Network Using Opcode Sequences

(2020) Seungho Jeon et al.   INFORMATION SCIENCES

Malware detection in mobile environments based on Autoencoders and API-images

(2019) Gianni D’Angelo et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Malware identification using visualization images and deep learning

(2018) Sang Ni et al.   COMPUTERS & SECURITY

MAAR: Robust features to detect malicious activity based on API calls, their arguments and return values

(2017) Zahra Salehi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

PbMMD: A novel policy based multi-process malware detection

(2017) Seyyed Mojtaba Bidoki et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Malware detection based on deep learning algorithm

(2017) Ding Yuxin et al.   NEURAL COMPUTING & APPLICATIONS

Automatic malware classification and new malware detection using machine learning

(2017) Liu Liu et al.   Frontiers of Information Technology & Electronic Engineering

Dynamic VSA: a framework for malware detection based on register contents

(2015) Mahboobe Ghiasi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE