Existing file type detection methods like examining file extensions or using "magic" byte signatures are limited and can be easily bypassed by malicious actors.
Magika, an AI-powered solution by Google, offers highly accurate file type identification by leveraging recent deep learning advancements and overcoming the constraints of traditional detection methods.
Challenges in file type detection include the simplicity of modifying file extensions, the limitations of byte signatures, and the potential bypassing of detections through obfuscation techniques employed by malware.
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