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file-type-detection

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Deep Learning for file type Identification in Digital Forensics. We use the first, body, and last blocks of bytes on the disk to account for all possible scenarios and train the FFNN, CNN, GRU, and LSTM models. Afterward, we make predictions and evaluate the performance of each model.

  • Updated Sep 14, 2024
  • Jupyter Notebook

File Type Plus is a powerful and lightweight Dart package that intelligently detects and categorizes file types with multiple detection methods. Whether you're working with file paths, URLs, MIME types, or raw byte data, this package provides accurate file type classification for images, audio, video, documents, HTML files, archives, and more.

  • Updated Nov 4, 2025
  • Dart

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