How to run security scans in gitlab ci cd pipeline

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running security scans in gitlab ci/cd pipelines: a comprehensive guide

security is a crucial aspect of modern software development, and integrating security scans into your gitlab ci/cd pipeline allows you to automate the process of identifying vulnerabilities early and often. this helps reduce risks, improve code quality, and prevent potential exploits in production.

this tutorial provides a comprehensive guide to integrating security scans into your gitlab ci/cd pipelines, covering various scanning tools and techniques with detailed explanations and practical code examples.

**table of contents:**

1. **understanding gitlab security scanning tools**
2. **setting up your gitlab ci/cd configuration (.gitlab-ci.yml)**
3. **static application security testing (sast)**
4. **dependency scanning**
5. **container scanning**
6. **dynamic application security testing (dast)**
7. **fuzzing**
8. **license compliance**
9. **custom security scanning**
10. **reviewing and managing security findings**
11. **common issues and troubleshooting**
12. **best practices for security scanning in gitlab ci/cd**

**1. understanding gitlab security scanning tools**

gitlab offers a suite of integrated security scanning tools that simplify the process of identifying vulnerabilities in your code, dependencies, and infrastructure. these tools are easily integrated into your ci/cd pipeline through the `.gitlab-ci.yml` configuration file. here's an overview:

* **static application security testing (sast):** analyzes source code for potential vulnerabilities without executing the code. it detects flaws like sql injection, cross-site scripting (xss), and other code-level issues.
* **dependency scanning:** identifies known vulnerabilities in your project's dependencies (e.g., libraries, frameworks) by comparing them to known vulnerability databases.
* **container scanning:** scans docker images for vulnerabilities in base images and installed packages.
* **dynamic application ...

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