open source

Magika AI

Provided by: Framework: Unknown

Magika AI is an open-source lightweight deep learning model developed by Google for automatic file type identification, malware detection, and content analysis. With over 99.3% classification accuracy across 100+ file formats, it processes up to one million files per minute using a compact 1 MB model size. Magika AI integrates easily into Python and JavaScript pipelines, making it ideal for cybersecurity, digital forensics, and large-scale data processing. By combining efficiency and precision, it provides developers with a fast, reliable tool for detecting unknown or mislabeled files within security and enterprise environments.

Model Performance Statistics

0

Views

February 28, 2025

Released

Aug 19, 2025

Last Checked

1.2

Version

Capabilities
  • File identification
  • Malware detection
  • Content analysis
Performance Benchmarks
speed1M files/min
accuracy99.3%
Technical Specifications
Parameter Count
N/A
Training & Dataset

Dataset Used

File type corpus

Magika AI – Google File Type Detection & Malware Analysis – Free API Hub