Trust your

AI-Generated Code

Proactively block code snippets that introduce hidden security vulnerabilities and carry highly restrictive ("viral") open-source licenses.

AI Code Creates Risky Blindspots

AI-Generated Code

AI Assistants are trained on billions of lines of public code. They can reproduce code snippets with critical vulnerabilities or restrictive "viral" licenses
without attribution.

Manually Pasted Code

A developer copies a useful function from
a blog or forum. This code bypasses
your package manager and any formal
security vetting.

Smarter, faster AI-Generated Code Validation

How does JFrog snippet detection work? 

Analyze code function:

Deep analysis is performed on your source code to create an internal map of its core logic and flow.

Create a unique fingerprint:

This map is converted into a proprietary fingerprint code that represents the snippet's exact meaning.

Search JFrog Catalog:

JFrog instantly compares this fingerprint against its updated database of public source code and associated risk data to find functionally similar code

Confirm risk:

We verify the match and source to provide actionable data on hidden vulnerabilities or restrictive licenses.
Learn more about JFrog SCA

Protect your IP

Automatically block viral licenses, like Gnu General Public License(GPL)  that threaten to open-source your proprietary code.

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Prevent hidden vulnerabilities

Find and block snippets with critical vulnerabilities, closing backdoors that traditional package scans miss.

illustration prevent vulnerabilities

Develop with confidence

Empower developers to innovate confidently with AI tools. Our automatic guardrail provides fast scans that won't slow your pipeline , thanks to a low-cost computational analysis that avoids the performance bottlenecks of other solutions.

illustration developer confidence