open sourceother

Magika AI

Efficient automatic file analysis with deep learning.

Developed by Google

Official Site
500MParams
NoAPI Available
stableStability
1.0Version
Apache License 2.0License
TensorFlowFramework
YesRuns Locally
Real-World Applications
  • File type identificationOptimized Capability
  • Malware detectionOptimized Capability
  • Content analysisOptimized Capability
  • Security auditingOptimized Capability
Implementation Example
Example Prompt
Analyze the following file for type identification and malware threats: 'example.pdf'
Model Output
"File Type: PDF, Malware Detected: None"
Advantages
  • ✓ Lightweight architecture suitable for resource-constrained environments.
  • ✓ Open-source, allowing for customization and community contributions.
  • ✓ Effective at identifying various file types and detecting potential malware threats.
Limitations
  • ✗ May require significant tuning for optimal performance in specific applications.
  • ✗ Limited support for very large file types compared to some competitors.
  • ✗ Complexity in integration may pose challenges for novice developers.
Model Intelligence & Architecture

Technical Documentation

Magika AI is designed for efficient file analysis, leveraging advanced deep learning techniques to provide accurate detection of file types and potential malware risks.

Technical Specification Sheet
Technical Details
Architecture
Lightweight Deep Learning Model
Stability
stable
Framework
TensorFlow
Signup Required
No
API Available
No
Runs Locally
Yes
Release Date
2025-02-28

Best For

Developers needing lightweight and efficient file analysis solutions.

Alternatives

Malware Detector 2.0, File Detection Toolkit

Pricing Summary

Magika AI is open-source and free to use.

Compare With

Magika AI vs TensorFlow ModelMagika AI vs OpenAI File AnalyzerMagika AI vs File Detection ToolkitMagika AI vs Malware Detector 2.0

Explore Tags

#security#utility

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