Forensic malware identification using naive bayes method

B Ramadhan, Y Purwanto… - … Systems and Innovation …, 2020 - ieeexplore.ieee.org
Malware is a kind of software that, if installed on a malware victim's device, might carry
malicious actions. The malicious actions might be data theft, system failure, or denial of …

An experimental analysis on malware detection in executable files using machine learning

A Sharma, S Mohanty, MR Islam - 2021 8th International …, 2021 - ieeexplore.ieee.org
In the recent time due to advancement of technology, Malware and its clan have continued
to advance and become more diverse. Malware otherwise Malicious Software consists of …

Malware detection using augmented naive Bayes with domain knowledge and under presence of class noise

I Ismail, MN Marsono, SM Nor - International Journal of …, 2014 - inderscienceonline.com
Malicious software (malware) attacks on the internet are on the rise in frequency and
sophistication. Malware detection based on its content can detect malware more accurate …

Techniques of malware detection: Research review

E Baghirov - 2021 IEEE 15th International Conference on …, 2021 - ieeexplore.ieee.org
Analysis, and detection of malicious software play a crucial role in computer security.
Signature-based malware detection methods were a classical solution in this area …

Analysis study of malware classification portable executable using hybrid machine learning

FH Ramadhan, V Suryani… - … Conference on Intelligent …, 2021 - ieeexplore.ieee.org
Malware is a malicious program that executes destructive functions to destroy the resources
in a computer system, gain some financial benefits, steal the privacy and confidentiality of …

Classification of malware based on file content and characteristics

M Alkasassbeh, S Al-Daleen - arXiv preprint arXiv:1810.07252, 2018 - arxiv.org
In general, the industry of malware has come to be a market which brings on loads of money
by investing and implementing high end technology to escape traditional detection while …

Review of machine learning methods for windows malware detection

S Naz, DK Singh - 2019 10th International Conference on …, 2019 - ieeexplore.ieee.org
Malicious software or malware is one of the most critical cyber threats intentionally designed
to cause damage, disrupt and gain unauthorized access to the system. The system can be a …

The pipeline process of signature-based and behavior-based malware detection

M Goyal, R Kumar - 2020 IEEE 5th International Conference on …, 2020 - ieeexplore.ieee.org
There is a mushroom growth of malware which has caused a serious threat towards
computer software and the internet. The number of malware is increasing with each passing …

Malware detection using machine learning

P Singh, S Kaur, S Sharma, G Sharma… - 2021 International …, 2021 - ieeexplore.ieee.org
Considering all the researches done, it appears that over last decade, malware has been
growing exponentially and also has been causing significant financial losses to different …

A Machine Learning Technique to Detect Behavior Based Malware

S Chaudhary, A Garg - … on Cloud Computing, Data Science & …, 2020 - ieeexplore.ieee.org
Malware has threatened the organizations for a long time and still have not made a lot of
progress in detecting the malware on time. Malware can easily harm the system by …