Image representation and deep inception-attention for file-type and malware classification

Image representation and deep inception-attention for file-type and malware classification

File-type classification aims to recognize the file types of files/fragments without file-system metadata, which is essential for memory forensics and data recovery. In this paper, we introduce an image representation and deep inception-attention manner for file-type classification. Specifically, we...

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Bibliographic Details
Main Authors: Wang, Yi, Wu, Kejun, Liu, Wenyang, Yap, Kim-Hui, Chau, Lap-Pui
Other Authors: School of Electrical and Electronic Engineering
Format: Conference Paper
Language:English
Published: 2024
Subjects:
Computer and Information Science
Image representation
Self-attention
Memory forensics
File-type classification
Malware analysis
Online Access:https://hdl.handle.net/10356/174535

Internet

https://hdl.handle.net/10356/174535

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