Automated Security Testing in DevSecOps

4.

Tooling and Technology Stack

4.1.

4.1.1.

Language-Specific Tools

4.1.1.1.

Java SAST Tools

4.1.1.2.

.NET SAST Tools

4.1.1.3.

Python SAST Tools

4.1.1.4.

JavaScript SAST Tools

4.1.1.5.

C/C++ SAST Tools

4.1.2.

Multi-Language Platforms

4.1.2.1.

Enterprise SAST Solutions

4.1.2.2.

Open Source SAST Tools

4.1.2.3.

Cloud-Based SAST Services

4.1.3.

Tool Selection Criteria

4.1.3.1.

Language Support

4.1.3.2.

Integration Capabilities

4.1.3.3.

Accuracy Metrics

4.1.3.4.

Performance Requirements

4.2.

4.2.1.

Web Application Scanners

4.2.1.1.

Commercial DAST Solutions

4.2.1.2.

Open Source DAST Tools

4.2.1.3.

Cloud-Based DAST Services

4.2.2.

API Security Scanners

4.2.2.1.

REST API Scanners

4.2.2.2.

GraphQL Scanners

4.2.2.3.

SOAP API Scanners

4.2.3.

Specialized DAST Tools

4.2.3.1.

Mobile Application Scanners

4.2.3.2.

Thick Client Scanners

4.2.3.3.

Network Service Scanners

4.3.

4.3.1.

Open Source SCA Tools

4.3.1.1.

Dependency Check Tools

4.3.1.2.

License Scanning Tools

4.3.1.3.

Vulnerability Databases

4.3.2.

Commercial SCA Solutions

4.3.2.1.

Enterprise SCA Platforms

4.3.2.2.

Integrated Development Solutions

4.3.2.3.

Supply Chain Security Tools

4.3.3.

Package Manager Integration

4.3.3.1.

npm Integration

4.3.3.2.

Maven Integration

4.3.3.3.

pip Integration

4.3.3.4.

NuGet Integration

4.4.

Secret Management Tools

4.4.1.

Secret Detection Tools

4.4.1.1.

Git History Scanners

4.4.1.2.

Code Repository Scanners

4.4.1.3.

Configuration File Scanners

4.4.2.

Secret Storage Solutions

4.4.2.1.

4.4.2.2.

Key Management Services

4.4.2.3.

Credential Rotation Tools

4.4.3.

Secret Injection Methods

4.4.3.1.

Environment Variable Injection

4.4.3.2.

File-Based Injection

4.4.3.3.

API-Based Retrieval

4.5.

Container Security Tools

4.5.1.

Image Vulnerability Scanners

4.5.1.1.

Registry Integration

4.5.1.2.

CI/CD Pipeline Integration

4.5.1.3.

Policy Enforcement

4.5.2.

Runtime Container Security

4.5.2.1.

Behavioral Monitoring

4.5.2.2.

Anomaly Detection

4.5.2.3.

Compliance Monitoring

4.5.3.

Kubernetes Security Tools

4.5.3.1.

Configuration Scanning

4.5.3.2.

Network Policy Enforcement

4.5.3.3.

4.6.

Infrastructure as Code Security

4.6.1.

Terraform Security Scanners

4.6.1.1.

Static Analysis Tools

4.6.1.2.

Policy as Code Integration

4.6.1.3.

Compliance Checking

4.6.2.

CloudFormation Security Tools

4.6.2.1.

Template Validation

4.6.2.2.

Security Best Practices

4.6.2.3.

Resource Configuration Analysis

4.6.3.

Multi-Cloud IaC Security

4.6.3.1.

Cross-Platform Analysis

4.6.3.2.

Cloud-Specific Rules

4.6.3.3.

Unified Policy Management

4.7.

Tool Integration and Orchestration

4.7.1.

API Integration

4.7.1.1.

4.7.1.2.

Webhook Configuration

4.7.1.3.

Event-Driven Automation

4.7.2.

CI/CD Server Integration

4.7.2.1.

Jenkins Plugin Development

4.7.2.2.

GitLab CI Integration

4.7.2.3.

GitHub Actions Integration

4.7.2.4.

Azure DevOps Integration

4.7.3.

Issue Tracking Integration

4.7.3.1.

Automated Ticket Creation

4.7.3.2.

Vulnerability Lifecycle Management

4.7.3.3.

Priority Assignment

4.7.4.

Security Orchestration Platforms

4.7.4.1.

Centralized Dashboard Management

4.7.4.2.

Policy Enforcement

4.7.4.3.

Reporting and Analytics

4.7.4.4.

Tool Chain Management

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5. Vulnerability Management and Remediation