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Duration 14 hours
Course Outline
Introduction to DevSecOps and AI Integration
- Core principles and objectives of DevSecOps
- The impact of AI and ML in the DevSecOps landscape
- Emerging trends in security automation and tool categories
AI-Driven Static and Dynamic Code Analysis
- Performing static analysis with SonarQube, Semgrep, or Snyk Code
- Conducting dynamic testing via AI-assisted test case generation
- Analyzing results and syncing with version control systems
Detection of Secrets and Credential Leaks
- Enhanced detection of hardcoded secrets using tools like GitHub Advanced Security and Gitleaks
- Strategies to prevent secrets from entering source control
- Establishing automated blocking and alerting mechanisms
AI-Powered Dependency and Container Scanning
- Container scanning with Trivy and AI-enabled plugins
- Overseeing third-party libraries and SBOMs
- Automated remediation suggestions and patch notifications
Intelligent Threat Modeling and Risk Evaluation
- Automating threat modeling with AI-based tools
- Prioritizing risks through machine learning models
- Aligning technical vulnerabilities with business impact
Integration and Automation in CI/CD Pipelines
- Incorporating security checks into Jenkins, GitHub Actions, or GitLab CI
- Implementing policies-as-code to enforce rules across environments
- Producing AI-assisted reports for audit and compliance purposes
Case Studies and Security Automation Strategies
- Practical examples of AI application in security pipelines
- Selecting optimal tools for specific ecosystems
- Best practices for constructing and maintaining secure pipelines
Wrap-Up and Future Directions
Requirements
- A solid grasp of the DevOps lifecycle and CI/CD pipelines
- Fundamental knowledge of application security concepts
- Experience with code repositories and infrastructure-as-code tools
Target Audience
- DevOps teams with a security focus
- DevSecOps engineers and cloud security experts
- Professionals in compliance and risk management
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
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