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File Type by jadhavprathamesh312 is a document available to read on EtoBox.

What is File Type about?

This document presents a machine learning system for classifying file types from raw binary fragments, crucial in digital forensics when metadata is unavailable. The study evaluates various traditional and deep learning models, finding that a weighted ensemble of Random Forest, XGBoost, and ResNet provides the best performance. Additionally, feature engineering significantly enhances model accuracy, and an interactive dashboard is developed for real-time predictions and comparisons.

Author

jadhavprathamesh312

Language

EN