A Novel Approach towards Windows Malware Detection System Using Deep Neural Networks

Author:

Divakarla Usha,Reddy K Hemant Kumar,Chandrasekaran K

Publisher

Elsevier BV

Subject

General Engineering

Reference31 articles.

1. Kaspersky Labs, “Kaspersky Lab detects 360,000 new malicious files daily – up 11.5% from 2016, “ [Online] Available: https://www.kaspersky.com/about/press-releases/2017_kaspersky-lab-detects-360000-new-malicious-files-daily [Accessed: May. 3, 2020]

2. Ember: an open dataset for training static pe malware machine learning models;Anderson;arXiv preprint,2018

3. Malware detection using windows api sequence and machine learning;Ravi;International Journal of Computer Applications,2012

4. Evasion and Countermeasures Techniques to Detect Dynamic Binary Instrumentation Frameworks;Filho;Digital Threats: Research and Practice (DTRAP),2022

5. Improved Deep Learning Model for Static PE Files Malware Detection and Classification;Lad;International Journal of Computer Network & Information Security,2022

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