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GitHub Code Security · GitHub Skip to content Navigation Menu Sign in * Platform * AI CODE CREATION * GitHub Copilot Write better code with AI * GitHub Copilot app Direct agents from issue to merge * MCP Registry Integrate external tools * DEVELOPER WORKFLOWS * Actions Automate any workflow * Codespaces Instant dev environments * Issues Plan and track work * Code Review Manage code changes * Code Quality Enforce quality at merge * APPLICATION SECURITY * GitHub Advanced Security Find and fix vulnerabilities * Code security Secure your code as you build * Secret protection Stop leaks before they start * EXPLORE * Why GitHub * Documentation * Blog * Changelog * Marketplace View all features * Solutions * BY COMPANY SIZE * Enterprises * Small and medium teams * Startups * Nonprofits * BY USE CASE * App Modernization * DevSecOps * DevOps * CI/CD * View all use cases * BY INDUSTRY * Healthcare * Financial services * Manufacturing * Government * View all industries View all solutions * Resources * EXPLORE BY TOPIC * AI * Software Development * DevOps * Security * View all topics * EXPLORE BY TYPE * Customer stories * Events & webinars * Ebooks & reports * Business insights * GitHub Skills * SUPPORT & SERVICES * Documentation * Customer support * Community forum * Trust center * Partners View all resources * Open Source * COMMUNITY * GitHub Sponsors Fund open source developers * PROGRAMS * Security Lab * Maintainer Community * GitHub Stars * Archive Program * REPOSITORIES * Topics * Trending * Collections * Enterprise * ENTERPRISE SOLUTIONS * Enterprise platform AI-powered developer platform * AVAILABLE ADD-ONS * GitHub Advanced Security Enterprise-grade security features * Copilot for Business Enterprise-grade AI features * Premium Support Enterprise-grade 24/7 support * Pricing Search / Sign in Sign up You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert GitHub Security * Advanced Security * Secret Protection * Code Security * Supply Chain Security * Plans & pricing GitHub Code Security Application security where found means fixed Secure your code as you build with GitHub Code Security. Detect vulnerabilities early and fix them with Copilot Autofix. Request a demo See plans & pricing What is GitHub code security? 28 min From vulnerability detection to remediation 3X Faster remediation on average with Copilot Autofix 90% Of alert types include AI-powered code suggestions How it works Detect and remediate vulnerabilities early with AI-powered fixes Automate security checks Find security issues in real time with CodeQL’s powerful analysis that traces data flows throughout your application. Learn more about CodeQL Remediate at scale Get contextual explanations and AI-powered fixes for CodeQL-detected alerts with Copilot Autofix. Explore Copilot Autofix Reduce security debt GitHub Code Security continuously scans your code as you build, helping detect vulnerabilities early, fix them fast with Copilot Autofix, and ship securely. One-click risk assessment Evaluate exposure to application vulnerabilities and leaked secrets in your codebase with our free risk assessment tool. Explore GitHub security risk assessments “ Copilot Autofix streamlines security by flagging vulnerabilities and suggesting fixes instantly, keeping code secure while freeing teams for strategic work.” Mario Landgraf community manager of security at Otto GmbH & Co. KGaA Build secure software from day one Security should be built in, not bolted on. With Code Security, you can find, fix, and prevent vulnerabilities seamlessly—keeping your software resilient from development to deployment. Request a demo See plans & pricing Best practices for more secure software Discover developer-first security Take an in-depth look at the current state of application security. View the webinar Explore the DevSecOps guide Learn how to write more secure code from the start with DevSecOps. Read the whitepaper Avoid AppSec pitfalls Explore common application security pitfalls and how to avoid them. Read the whitepaper Frequently Asked Questions What is Code Security? GitHub Code Security empowers developers to secure their code without sacrificing speed. With built-in static analysis, AI-powered remediation, advanced dependency scanning, and proactive vulnerability management, teams can automatically detect, prioritize, and remediate security issues, all within their existing GitHub workflow—allowing them to deliver secure software faster and with greater confidence What is Copilot Autofix? Copilot Autofix uses AI-powered code suggestions to automatically fix security vulnerabilities identified by CodeQL. When a security vulnerability is detected, Copilot Autofix analyzes the code context, understands the underlying security issue, and generates a precise, contextually appropriate fix. This feature bridges the gap between vulnerability detection and remediation, enabling developers to review and apply AI-suggested fixes directly within their workflow. What are Security Campaigns? Security campaigns provide a structured framework for planning, tracking, and implementing security fixes across multiple repositories and teams allowing you to systematically burn down security debt. With With security campaigns, security teams can group related vulnerabilities, prioritize remediation efforts, assign ownership, and monitor progress through a unified dashboard. Security campaigns can be organized by vulnerability type, security initiative, compliance requirement, or any other logical grouping to coordinate security improvements at scale. What is dependency analysis? Dependency review scans pull requests for vulnerable dependencies before they're introduced into your codebase. It evaluates the security impact of dependency changes, identifying vulnerable packages and their severity levels to prevent security issues from being merged. The tool shows detailed dependency changes by comparing the base and head branches, highlighting added, removed, and updated dependencies along with their known vulnerabilities What is EPSS? Dependabot alerts now feature the Exploit Prediction Scoring System (EPSS) from the global Forum of Incident Response and Security Teams (FIRST), helping better assess vulnerability risks. EPSS helps organizations prioritize vulnerability remediation by predicting the likelihood of a vulnerability being exploited in the next 30 days. It provides a score ranging from 0 to 1 (0-100%), alongside a percentile ranking to indicate how the vulnerability compares to others. What is the code security risk assessment? The Code Security Risk Assessment is a free evaluation that analyzes repositories to identify potential code-level vulnerabilities and highlight areas where GitHub Code Security can help improve security posture. Learn more about GitHub security risk assessments . Site-wide Links The developer newsletter Get tips, technical guides, and best practices. Twice a month. Right in your inbox. 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