As applications grow more complex, security testing becomes a critical part of the software development lifecycle.
Modern DevOps teams now follow DevSecOps, where security is integrated into every stage of CI/CD pipelines.
Two of the most important security testing methods are:
β
SAST β Static Application Security Testing
β
DAST β Dynamic Application Security Testing
In this blog, weβll understand what they are, how they work, their differences, and when to use them.
π What is SAST?
π Static Application Security Testing (SAST)
SAST is a white-box testing method that analyzes the source code, bytecode, or binaries without running the application.
It helps developers identify vulnerabilities during the development phase itself.
π§ How SAST Works
SAST tools scan the application code and look for:
SQL Injection vulnerabilities
Hardcoded secrets
Buffer overflows
Insecure coding practices
Cross-site scripting (XSS)
The application does not need to run for SAST analysis.
π§ Popular DAST Tools
| Tool | Description |
| ---------- | -------------------------------- |
| OWASP ZAP | Open-source DAST scanner |
| Burp Suite | Web security testing tool |
| Acunetix | Automated vulnerability scanner |
| Netsparker | Web application security scanner |
| Invicti | Enterprise DAST platform |
β
Advantages of DAST
Finds runtime vulnerabilities
Simulates real attacker behavior
No source code access needed
Detects server and configuration issues
β Limitations of DAST
Security issues found later in SDLC
Slower than SAST
Limited code visibility
βοΈ SAST vs DAST
| Feature | SAST | DAST |
| ---------------------- | ------------- | ------------------ |
| Testing Type | White-box | Black-box |
| Application State | Not running | Running |
| Access Required | Source code | URL/Application |
| Testing Stage | Development | Testing/Production |
| Detects Runtime Issues | β No | β
Yes |
| Speed | Faster | Slower |
| Best For | Secure coding | Runtime security |
π SAST and DAST in CI/CD Pipeline
Modern DevSecOps pipelines use both SAST and DAST together.
π Example Flow
Developer β Git Push β Jenkins/GitHub Actions
β
SAST Scan
β
Build & Deploy
β
DAST Scan
β
Production
This ensures vulnerabilities are caught both:
- During coding
- During runtime
βΈοΈ Example: SAST with SonarQube in Jenkins
stage('SAST Scan') {
steps {
sh 'sonar-scanner'
}
}
π Example: DAST with OWASP ZAP
docker run -t owasp/zap2docker-stable zap-baseline.py \
-t http://example.com
π― Best Practice: Use Both
SAST and DAST are not competitors β they complement each other.
β Use SAST for:
- Secure coding practices
- Early vulnerability detection
β Use DAST for:
- Runtime security testing
- Real-world attack simulation
Together they create a strong DevSecOps security pipeline.
π Conclusion
Security should never be an afterthought in DevOps.
By integrating SAST and DAST into CI/CD pipelines, teams can deliver applications that are:
Faster
Safer
More reliable
Modern DevOps engineers are expected to understand application security along with automation and cloud technologies.
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