[PDF][PDF] Optimal Machine Learning Classifier in Mobile Malware Detection

R Gangula, SM Bejugama, K Sreeveda - International Journal of …, 2020 - academia.edu
As the development of mobile device technology continues to grow, more mobile apps have
been launched to make everyday tasks even easier. As a forum for users to do social …

A Novel Approach for PE Malware Detection using Random Forest Algorithm and Prevention

D Soni, D Shah, S Ramolia, H Joshi… - … on Electronics and …, 2023 - ieeexplore.ieee.org
In light of the increase in malware activity spurred on by the quick development of
technology, security has evolved to be a significant concern and now threatens the safety …

Detecting file types using machine learning algorithms

SK Konaray, A Toprak, GM Pek… - 2019 Innovations in …, 2019 - ieeexplore.ieee.org
In this study, experiments have been carried out to analyze the file content and classify the
type of file using machine learning algorithms. First a new benchmark dataset was created …

Malware prediction analysis using AI techniques with the effective preprocessing and dimensionality reduction

S Harini, A Ravikumar, N Keshwani - Innovative Data Communication …, 2022 - Springer
Research shows that the hackers use the malware attacks to infect the computer. Malware
attacks are very common nowadays, and they are growing in terms of both volume and the …

[PDF][PDF] Automatic rule-extraction for malware detection on mobile devices

A Shalaginov - 2013 - ntnuopen.ntnu.no
Malware causes damage not only to personal computers, yet also to contemporary mobile
devices. With growing performance and storage capabilities users of mobile devices tend to …

[PDF][PDF] A data mining based Malware detection model using distinct API call sequences

OP Samantray, SN Tripathy, SK Das - International Journal of …, 2019 - researchgate.net
Malware is a serious threat from the last decade and the threat is increasing every year with
the extensive use of internet. Rigorous researches have been going on to save our …

[引用][C] A combination of artificial immune system and deep learning for virus detection

VT Nguyen, LH Dung, TD Le - International Journal of Applied Engineering Research, 2018

[PDF][PDF] An improved method for packed malware detection using PE header and section table information

N Maleki, M Bateni, H Rastegari - International Journal of Computer …, 2019 - mecs-press.org
Malware poses one of the most serious threats to computer information systems. The current
detection technology of malware has several inherent constraints. Because signature-based …

[PDF][PDF] Machine-learning classifiers for malware detection using data features

SA Habtor, AHH Dahah - J. ICT Res. Appl, 2021 - core.ac.uk
The spread of ransomware has risen exponentially over the past decade, causing huge
financial damage to multiple organizations. Various antiransomware firms have suggested …

Machine learning algorithm for malware detection: Taxonomy, current challenges, and future directions

NZ Gorment, A Selamat, LK Cheng, O Krejcar - IEEE Access, 2023 - ieeexplore.ieee.org
Malware has emerged as a cyber security threat that continuously changes to target
computer systems, smart devices, and extensive networks with the development of …