Analyzing and Explaining Black-Box Models for Online Malware Detection

In recent years, a significant amount of research has focused on analyzing the effectiveness of machine learning (ML) models for malware detection. These approaches have ranged from methods such as decision trees and clustering to more complex approaches like support vector machine (SVM) and deep ne...

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Bibliografske podrobnosti

Principais autores:	Harikha Manthena, Jeffrey C. Kimmel, Mahmoud Abdelsalam, Maanak Gupta
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2023-01-01
Serija:	IEEE Access
Teme:	Explainable AI explainable malware analysis interpretability explainability SHAP online malware detection
Online dostop:	https://ieeexplore.ieee.org/document/10064285/
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