A Study on the Effect of Feature Selection on Malware Analysis using Machine Learning-Reference-Cited by-同舟云学术

A Study on the Effect of Feature Selection on Malware Analysis using Machine Learning

Published:2019-03-02 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2019 8th International Conference on Educational and Information Technology
language:
Short-container-title:

Author:

Babaagba Kehinde Oluwatoyin¹,Adesanya Samuel Olumide²

Affiliation:

1. Edinburgh Napier University, Scotland, UK

2. Department of Mathematical Sciences, Redeemer's University Ede, Nigeria

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3318396.3318448

Reference31 articles.

1. Attacking Malicious Code: A Report to the Infosec Research Council

2. Semantics-aware malware detection

3. Michael Sikorski and Andrew Honig. Practical Malware Analysis: The Hands-On Guide to Dissecting Malicious Software. No Starch Press San Francisco CA USA 1st edition 2012. ISBN 1593272901 9781593272906. Michael Sikorski and Andrew Honig. Practical Malware Analysis: The Hands-On Guide to Dissecting Malicious Software. No Starch Press San Francisco CA USA 1st edition 2012. ISBN 1593272901 9781593272906.

4. Limits of Static Analysis for Malware Detection

Cited by 28 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. ProcGCN: detecting malicious process in memory based on DGCNN;PeerJ Computer Science;2024-08-07

2. A study of the relationship of malware detection mechanisms using Artificial Intelligence;ICT Express;2024-06

3. Multi-feature Fusion Malicious PDF Detection Based on CBAM;2024 5th International Conference on Information Science, Parallel and Distributed Systems (ISPDS);2024-05-31

4. Fuzzy Membership Grasshopper Optimization Algorithm (FMGOA) Based Feature Selection and Mean Weight Deep Belief Network (MWDBN) Classifier with Fusion Approach for Android Malware Detection (AMD);Communications in Computer and Information Science;2024

5. Optimized Ensembled Predictive Model for Drug Toxicity;Communications in Computer and Information Science;2023-12-03