Intensive Malware Detection Approach based on Data Mining

IE Salem, KH Al-Saedi - Journal of Applied Engineering and …, 2023 - journal.yrpipku.com
Malicious software, sometimes known as malware, is software designed to harm a computer,
network, or any of the connected resources. Without the user's knowledge, malware can …

[PDF][PDF] Malware and malware detection techniques: A survey

J Landage, MP Wankhade - International Journal of Engineering …, 2013 - academia.edu
Now a day's malicious program is a serious threat. It is developed to damage the computer
system and some of them are spread over the connected system in the network or internet …

[PDF][PDF] Malware detection using data mining techniques

S Najari, I Lotfi - International Journal of Intelligent Information Systems, 2014 - Citeseer
Nowadays, malicious software attacks and threats against data and information security has
become a complex process. The variety and number of these attacks and threats has …

[PDF][PDF] Malicious threats detection of executable file

M Shelar, S Rao - The International Journal of Innovative Technology …, 2020 - academia.edu
Malware is a general problems faced in the present day. Malware is a file that may be on the
client machine. Malware can root an uncorrectable risk to the safety and protection of …

[PDF][PDF] A theoretical feature-wise study of malware detection techniques

OP Samantray, SN Tripathy, SK Das - International Journal of …, 2018 - researchgate.net
Malware is the acronym of Malicious Software. It has become a big threat in today's
computing world. The threat is increasing with a greater pace as the use of Internet in our …

A survey on machine learning-based malware detection in executable files

J Singh, J Singh - Journal of Systems Architecture, 2021 - Elsevier
In last decade, a proliferation growth in the development of computer malware has been
done. Nowadays, cybercriminals (attacker) use malware as a weapon to carry out the …

Machine Learning Approach for Malware Analysis and Detection

DS Rana, SC Dimri, RS Rawat… - 2022 2nd …, 2022 - ieeexplore.ieee.org
According to research, Cybercrime has grown dramatically over the past ten years, costing
several firms a significant amount of money. Various anti-virus businesses have put up …

[PDF][PDF] Features for Detecting Malware on Computing Environments

A Kumar, KS Kuppusamy, G Aghila - International Journal of Engineering … - researchgate.net
Malware is the main threat for all computing environments. It also acts as launching platform
for many other cyber threats. Traditional malware detection system is not able to detect …

A static malware detection system using data mining methods

U Baldangombo, N Jambaljav, SJ Horng - arXiv preprint arXiv:1308.2831, 2013 - arxiv.org
A serious threat today is malicious executables. It is designed to damage computer system
and some of them spread over network without the knowledge of the owner using the …

Malware Analysis Through Random Forest Approach

A Kumar, K Abhishek, SK Shandilya… - Journal of Web …, 2020 - ieeexplore.ieee.org
This paper gives precise and comprehensive detail along with a proposed system for
malware detection using ML and Deep Learning techniques by integrating both behavior …