[PDF][PDF] Optimizing decision tree in malware classification system by using genetic algorithm

MN Yusoff, A Jantan - computing, 2011 - researchgate.net
Malware classification is a vital component and works together with malware identification to
prepare the right and effective malware antidote. Current techniques in malware …

A framework for optimizing malware classification by using genetic algorithm

MN Yusoff, A Jantan - … , ICSECS 2011, Kuantan, Pahang, Malaysia, June …, 2011 - Springer
Malware classification is a vital in combating the malware. Malware classification system is
important and work together with malware identification to prepare the right and effective …

Malware classification using ensemble classifiers

MHA Hijazi, TC Beng, J Mountstephens… - Advanced Science …, 2018 - ingentaconnect.com
Antimalware offers detection mechanism to detect and take appropriate action against
malware detected. To evade detection, malware authors had introduced polymorphism to …

Performance of Malware Detection Classifier Using Genetic Programming in Feature Selection

H Harahsheh, M Shraideh, S Sharaeh - Informatica, 2021 - informatica.si
The term" malicious software," which is commonly referred to as malware, describes
malicious software that affects or harms computers, servers, or networks. While the numbers …

Machine learning for analyzing malware

Z Liu, Y Zeng, Y Yan, P Zhang… - Journal of Cyber …, 2017 - journals.riverpublishers.com
The Internet has become an indispensable part of people's work and life, but it also provides
favorable communication conditions for malwares. Therefore, malwares are endless and …

[PDF][PDF] Comparison of malware detection techniques using machine learning algorithm

N Selamat, F Ali - Indones. J. Electr. Eng. Comput. Sci, 2019 - pdfs.semanticscholar.org
Currently, the volume of malware grows faster each year and poses a thoughtful global
security threat. The number of malware developed increases as computers became …

Malware Analysis Using Machine Learning

B Karampudi, DM Phanideep, VMK Reddy… - … on Intelligent Systems …, 2022 - Springer
Malware is a malicious software that attempts to steal or infect a code or file as per the
intention of the attacker. Effective detection methods are essential for security and malware …

[PDF][PDF] Malware classification using XGboost-Gradient boosted decision tree

R Kumar, S Geetha - Adv. Sci. Technol. Eng. Syst, 2020 - pdfs.semanticscholar.org
In this industry 4.0 and digital era, we are more dependent on the use of communication and
various transaction such as financial, exchange of information by various means. These …

A novel malware analysis for malware detection and classification using machine learning algorithms

K Sethi, SK Chaudhary, BK Tripathy… - Proceedings of the 10th …, 2017 - dl.acm.org
Nowadays, Malware has become a serious threat to the digitization of the world due to the
emergence of various new and complex malware every day. Due to this, the traditional …

A malware classification method based on generic malware information

J Choi, HS Kim, J Choi, J Song - … 2015, Istanbul, Turkey, November 9-12 …, 2015 - Springer
Since attackers easily have been making malware using dedicated malware generation
tools, the number of malware is increasing rapidly. However, it is hard to analyze all …