Machine Learning Approach for Malware Detection Using Random Forest Classifier on Process List Data Structure

Author:

Joshi Santosh1,Upadhyay Himanshu1,Lagos Leonel1,Akkipeddi Naga Suryamitra1,Guerra Valerie1

Affiliation:

1. Applied Research Center, Florida International University, Miami, FL, United States

Publisher

ACM Press

Reference14 articles.

1. LibVMI library - https://github.com/libvmi/libvmi

2. Breiman L: Random forests. Machine Learning 2001, 45:5--32.

3. Breiman L, Friedman J, Olshen R, Stone C: Classification and regression trees New York: Chapman & Hall; 1984.

4. Breiman L: Bagging predictors. Machine Learning 1996, 24:123--140.

5. Sanz B., Santos I., Laorden C., Ugarte-Pedrero X., Bringas P.G., Álvarez G. (2013) PUMA: Permission Usage to Detect Malware in Android. In: Herrero Á. et al. (eds) International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions. Advances in Intelligent Systems and Computing, vol 189. Springer, Berlin, Heidelberg.

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enhancing Reliability in Automated Pavement Condition Data with a Data Quality Check Approach for Highway Agencies;Transportation Research Record: Journal of the Transportation Research Board;2024-06-04

2. AndroDex: Android Dex Images of Obfuscated Malware;Scientific Data;2024-02-16

3. Malware Detection and Classification with Machine Learning Algorithms;Lecture Notes in Networks and Systems;2024

4. Federated Learning for Linux Malware Detection: An Experimental Study;EAI/Springer Innovations in Communication and Computing;2023-12-14

5. Methodologies for Email Spam Classification Using Large Language Models;2023 International Conference on Computational Science and Computational Intelligence (CSCI);2023-12-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3