GHSP
GitHub's AI-powered tool for detecting sensitive information like API keys in code.
GitHub Secret Scanning uses AI to find sensitive information, such as passwords or API keys, that developers might accidentally include in their code.
This helps prevent security breaches by catching these "secrets" before they can be exposed. For example, if you commit code with your AWS access key in it, GitHub Secret Scanning can alert you to remove it.
GitHub Secret Scanning is a feature within GitHub Advanced Security that leverages AI models to identify and alert on the accidental inclusion of secrets within code repositories. It goes beyond simple pattern matching by understanding context to reduce false positives and detect more sophisticated leaks.
This capability is crucial for supply chain security, preventing the exposure of credentials that could grant unauthorized access to cloud resources or sensitive systems.
Microsoft Copilot is integrating GitHub Secret Scanning, also known as GHSP, into its developer security tools. This integration aims to help developers find sensitive information like API keys and passwords more quickly within their codebases.
- Purpose-built model for leaked secret detectionMicrosoft · GitHub Changelog: Copilot ·
- Microsoft Copilot
- Microsoft Copilot is integrating GitHub Secret Scanning (GHSP) into its developer security tools to help detect leaked secrets.
- Static Application Security Testing (SAST)
- SAST tools focus on finding vulnerab
- Code review
- Manual code review can catch secrets, but AI scanning is automated,
GitHub Secret Scanning was developed by GitHub to address the growing problem of accidental secret exposure in code repositories. The AI enhancements represent an evolution of its capabilities. Source ↗
You can try enabling secret scanning on a GitHub repository. If you have a personal access token or API key you are willing to temporarily place in a test file, you can commit it to see if secret scanning detects it.
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Questions people ask
- What kind of secrets can GitHub Secret Scanning detect?
- It can detect a wide range of secrets including API keys, passwords, private keys, and other credentials for services like AWS, Azure, Google Cloud, and many others.
- How does it differ from just searching for patterns?
- The AI-powered version understands the context of the code, allowing it to reduce false positives and detect more complex or custom secret formats that simple pattern matching might miss.
First seen on Subvolts Oct 7, 2026. Updated Oct 14, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.