Image-Based Malware Classification Using VGG19 Network and Spatial Convolutional Attention

Efficient Detection of Knee Anterior Cruciate Ligament from Magnetic Resonance Imaging Using Deep Learning Approach

(2021) Mazhar Javed Awan et al.   Diagnostics

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

An Adaptive Protection of Flooding Attacks Model for Complex Network Environments

(2021) Bashar Ahmad Khalaf et al.   Security and Communication Networks

Efficient Attention Mechanism for Dynamic Convolution in Lightweight Neural Network

(2021) Enjie Ding et al.   Applied Sciences-Basel

Real-Time Hand Gesture Recognition Based on Deep Learning YOLOv3 Model

(2021) Abdullah Mujahid et al.   Applied Sciences-Basel

Adversarial Attack and Defence through Adversarial Training and Feature Fusion for Diabetic Retinopathy Recognition

(2021) Sheeba Lal et al.   SENSORS

Visualized Malware Multi-Classification Framework Using Fine-Tuned CNN-Based Transfer Learning Models

(2021) Walid El-Shafai et al.   Applied Sciences-Basel

High Performance DeepFake Video Detection on CNN-Based with Attention Target-Specific Regions and Manual Distillation Extraction

(2021) Van-Nhan Tran et al.   Applied Sciences-Basel

A Recommendation Engine for Predicting Movie Ratings Using a Big Data Approach

(2021) Mazhar Javed Awan et al.   Electronics

Botnet Attack Detection Using Local Global Best Bat Algorithm for Industrial Internet of Things

(2021) Abdullah Alharbi et al.   Electronics

A Novel Approach for Network Intrusion Detection Using Multistage Deep Learning Image Recognition

(2021) Jevgenijus Toldinas et al.   Electronics

Fake News Data Exploration and Analytics

(2021) Mazhar Javed Awan et al.   Electronics

MCFT-CNN: Malware classification with fine-tune convolution neural networks using traditional and transfer learning in Internet of Things

(2021) Sudhakar et al.   Future Generation Computer Systems-The International Journal of eScience

Design of an Integrated System of Psychological Health Education Resources for Vocational Students Using Fuzzy Clustering Algorithm Analysis

(2021) Peisen Wang   Security and Communication Networks

Detection of COVID-19 in Chest X-ray Images: A Big Data Enabled Deep Learning Approach

(2021) Mazhar Javed Awan et al.   International Journal of Environmental Research and Public Health

Real-Time DDoS Attack Detection System Using Big Data Approach

(2021) Mazhar Javed Awan et al.   Sustainability

Suicide Bomb Attack Identification and Analytics through Data Mining Techniques

(2021) Faria Ferooz et al.   Electronics

Cricket Match Analytics Using the Big Data Approach

(2021) Mazhar Javed Awan et al.   Electronics

Image-Based Malware Classification using Ensemble of CNN Architectures (IMCEC)

(2020) Danish Vasan et al.   COMPUTERS & SECURITY

Malware detection in industrial internet of things based on hybrid image visualization and deep learning model

(2020) Hamad Naeem et al.   Ad Hoc Networks

MalFCS: An effective malware classification framework with automated feature extraction based on deep convolutional neural networks

(2020) Guoqing Xiao et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Hybrid Malware Classification Method Using Segmentation-Based Fractal Texture Analysis and Deep Convolution Neural Network Features

(2020) Maryam Nisa et al.   Applied Sciences-Basel

Multiclass malware classification via first- and second-order texture statistics

(2020) Vinita Verma et al.   COMPUTERS & SECURITY

Ensemble machine learning approaches for webshell detection in Internet of things environments

(2020) Binbin Yong et al.   Transactions on Emerging Telecommunications Technologies

Random CapsNet forest model for imbalanced malware type classification task

(2020) Aykut Çayır et al.   COMPUTERS & SECURITY

Recurrent Neural Network Model for IoT and Networking Malware Threat Detection

(2020) Marcin Wozniak et al.   IEEE Transactions on Industrial Informatics

Application of Deep Learning to Cybersecurity: A Survey

(2019) Samaneh Mahdavifar et al.   NEUROCOMPUTING

Malicious code detection based on CNNs and multi-objective algorithm

(2019) Zhihua Cui et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Improved Malware Detection Model with Apriori Association Rule and Particle Swarm Optimization

(2019) Olawale Surajudeen Adebayo et al.   Security and Communication Networks

A hybrid deep learning image-based analysis for effective malware detection

(2019) Sitalakshmi Venkatraman et al.   Journal of Information Security and Applications

Early-stage malware prediction using recurrent neural networks

(2018) Matilda Rhode et al.   COMPUTERS & SECURITY

Security, privacy and trust of user-centric solutions

(2018) Raja Naeem Akram et al.   Future Generation Computer Systems-The International Journal of eScience

Detection of Malicious Code Variants Based on Deep Learning

(2018) Zhihua Cui et al.   IEEE Transactions on Industrial Informatics