Magika by Google


Key Features:

  • Available as a Python command line, a Python API, and an experimental TFJS version (which powers our web demo).
  • Trained on a dataset of over 25M files across more than 100 content types.
  • On our evaluation, Magika achieves 99%+ average precision and recall, outperforming existing approaches.
  • Supports more than 100 content types.
  • Batching: You can pass to the command line and API multiple files at the same time, and Magika will use batching to speed up the inference time.
  • Near-constant inference time independently from the file size; Magika only uses a limited subset of the file's bytes.
  • Supports three different prediction modes to tweak the tolerance to errors: high-confidence, medium-confidence, and best-guess.
  • Open source with more enhancements in the pipeline.

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FeatureDetails
Pricing StructureFree, open-source
Key FeaturesAI-powered file type detection and analysis
Use CasesDevelopers, security teams for improving file handling and threat detection
Ease of UseCommand-line interface, requires technical knowledge
PlatformsCompatible with various operating systems and environments
IntegrationCan be integrated into existing workflows and security systems
Security FeaturesOpen-source, customizable security features
TeamDeveloped by Google Research team
User ReviewsLimited reviews, but generally positive among technical users

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