Double-Layer Detection Model of Malicious PDF Documents Based on Entropy Method with Multiple Features

Double-Layer Detection Model of Malicious PDF Documents Based on Entropy Method with Multiple Features

Traditional PDF document detection technology usually builds a rule or feature library for specific vulnerabilities and therefore is only fit for single detection targets and lacks anti-detection ability. To address these shortcomings, we build a double-layer detection model for malicious PDF docume...

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Bibliographic Details
Main Authors: Enzhou Song, Tao Hu, Peng Yi, Wenbo Wang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Entropy
Subjects:
PDF document detection
multiple features
entropy method
AdaBoost-optimized random forest algorithm
robustness-optimized support vector machine algorithm
Online Access:https://www.mdpi.com/1099-4300/25/7/1099

Internet

https://www.mdpi.com/1099-4300/25/7/1099

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