GitHub Copilot has more security settings than most teams realize. Here's every option, what it does, and my recommendations for enterprise deployments.
Organization-Level Settings
Copilot Access Policies
Control who can use Copilot within your organization. Options include:
- All members
- Selected teams/members
- Disabled
**Recommendation:** Start with selected teams, expand after establishing security baselines.
Suggestions Matching Public Code
When enabled, Copilot blocks suggestions that match public code over a certain length threshold. This reduces copyright and license compliance risk.
**Recommendation:** Enable. The productivity impact is minimal, and it prevents obvious licensing issues.
Allow Copilot to Access Private Repositories
Controls whether Copilot can use private repository code for context. Disabling limits suggestion quality but improves data protection.
**Recommendation:** Evaluate based on data sensitivity. For most organizations, enabling this within the organization boundary is acceptable.
Repository-Level Settings
.copilotignore Files
Like .gitignore but for Copilot. Prevents Copilot from reading specified files for context.
**Recommendation:** Add sensitive files: .env*, credentials*, secrets*, *.pem, *.key
Duplication Detection
Configurable threshold for blocking suggestions that duplicate existing code.
**Recommendation:** Enable at default threshold (150 characters).
User-Level Settings
Telemetry
Controls what data is sent to GitHub for product improvement.
**Recommendation:** Disable for regulated environments. Evaluate against your data handling policies.
Editor-Specific Filters
Configure file types and contexts where Copilot shouldn't provide suggestions.
**Recommendation:** Disable suggestions in security-sensitive contexts (authentication code, cryptography implementations).
What Settings Can't Do
GitHub Copilot settings can't prevent:
- Users from pasting sensitive data into prompts
- Copilot from suggesting code containing secrets from training data
- Data exfiltration through Copilot interactions
For these risks, you need additional controls—pre-commit hooks, AI gateways, and security training.
Copilot's settings are a foundation, not a complete solution. Layer additional controls based on your risk tolerance.
Emily bridges development and security at ZeroShare, focusing on securing the software development lifecycle. She contributes to open-source security tools and speaks regularly at DevSecOps conferences.
Stop AI Data Leaks Before They Start
Deploy ZeroShare Gateway in your infrastructure. Free for up to 5 users. No code changes required.
This article reflects research and analysis by the ZeroShare editorial team. Statistics and regulatory information are sourced from publicly available reports and should be verified for your specific use case. For details about our content and editorial practices, see our Terms of Service.