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google · Mar 25, 2024 · 3be932f · 3be932f
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 # Magika
 
+[![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/google/magika/badge)](https://securityscorecards.dev/viewer/?uri=github.com/google/magika) [![OpenSSF Best Practices](https://www.bestpractices.dev/projects/8706/badge)](https://www.bestpractices.dev/en/projects/8706) ![CodeQL](https://github.com/ossf/scorecard/workflows/CodeQL/badge.svg?branch=main) [![codecov](https://codecov.io/gh/ossf/scorecard/branch/main/graph/badge.svg?token=PMJ6NAN9J3)](https://codecov.io/gh/ossf/scorecard)
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 Magika is a novel AI powered file type detection tool that relies on the recent advance of deep learning to provide accurate detection. Under the hood, Magika employs a custom, highly optimized Keras model that only weighs about 1MB, and enables precise file identification within milliseconds, even when running on a single CPU.
 
 In an evaluation with over 1M files and over 100 content types (covering both binary and textual file formats), Magika achieves 99%+ precision and recall. Magika is used at scale to help improve Google users’ safety by routing Gmail, Drive, and Safe Browsing files to the proper security and content policy scanners.