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Software Security

Security measures in meinGPT software development

Secure Development Lifecycle (SDLC)

Design Phase

  • Threat Modeling: Systematic threat analysis for new features
  • Security Architecture Review: Review of security architecture
  • Privacy by Design: Privacy as a fundamental principle from the start
  • Attack Surface Analysis: Minimization of attack surface

Development Phase

  • Secure Coding Standards: Established programming guidelines according to OWASP
  • Code Reviews: Peer review with focus on security
  • Static Application Security Testing (SAST): Automated code analysis
  • Dependency Scanning: Verification of libraries and frameworks

Testing Phase

  • Dynamic Application Security Testing (DAST): Runtime security tests
  • Interactive Application Security Testing (IAST): Combined testing approaches
  • Penetration Testing: Regular manual security tests
  • Security Regression Testing: Tests for every code change

Deployment Phase

  • Infrastructure as Code (IaC) Security: Secure infrastructure configuration
  • Container Security Scanning: Verification of container images
  • Configuration Management: Secure default configurations
  • Secrets Management: Secure management of API keys and passwords

Vulnerability Management

Automated Scans

  • SAST Integration: Code analysis in the CI/CD pipeline
  • Dependency Checks: Continuous checking for known CVEs
  • Container Scanning: Analysis of Docker images before deployment
  • Infrastructure Scanning: Regular review of infrastructure configuration

Severity Assessment according to CVSS

We use the Common Vulnerability Scoring System (CVSS) 3.1:

Assessment Criteria

  • Attack Vector: Network, adjacent, local, physical
  • Attack Complexity: Low or high
  • Required Privileges: None, low, high
  • User Interaction: Required or not required
  • Scope: Unchanged or changed
  • Impact: Confidentiality, integrity, availability

Patch Management

  • Emergency Patches: Critical security updates within 24h
  • Regular Updates: Planned security updates every 2 weeks
  • Zero-Day Response: Immediate response to unknown threats
  • Rollback Procedures: Safe rollback of faulty updates

Code Security

Input Validation

  • Parameter Validation: Verification of all input parameters
  • SQL Injection Prevention: Prepared statements and ORM
  • XSS Protection: Output encoding and Content Security Policy
  • Command Injection Prevention: Secure system calls
  • File Upload Security: Validation and sandboxing of uploads

Authentication & Authorization

  • Multi-Factor Authentication (MFA): Two-factor authentication
  • OAuth 2.0 / OpenID Connect: Standardized authentication
  • Role-Based Access Control (RBAC): Role-based permissions
  • Least Privilege Principle: Minimal required permissions
  • JWT Security: Secure implementation of JSON Web Tokens

Session Management

  • Secure Session Tokens: Cryptographically strong session IDs
  • Session Timeout: Automatic logout after inactivity
  • Session Fixation Protection: Protection against session hijacking
  • Cross-Site Request Forgery (CSRF) Protection: Token-based protection
  • Secure Cookie Handling: HttpOnly, Secure, SameSite flags

Data Protection

  • Data Classification: Categorization of sensitive data
  • Encryption Standards: AES-256 for sensitive data
  • Key Rotation: Regular rotation of encryption keys
  • Data Loss Prevention (DLP): Protection against data leaks
  • Field-Level Encryption: Encryption at field level

Third-Party Security

Dependency Management

  • Software Bill of Materials (SBOM): Complete listing of all dependencies
  • Vulnerability Databases: Integration of CVE and NVD
  • License Compliance: Verification of license compatibility
  • Update Monitoring: Automatic notification of available updates
  • Dependency Pinning: Fixed versions for critical dependencies

Supply Chain Security

  • Vendor Security Assessment: Assessment of third-party security
  • Code Signing: Verification of software integrity
  • Private Repositories: Internal mirrors for external packages
  • Integrity Checks: Checksums and digital signatures
  • Build Reproducibility: Verifiable build processes

API Security

Design Principles

  • Secure by Default: Secure default configurations
  • Principle of Least Privilege: Minimal API permissions
  • Defense in Depth: Multi-layered security
  • Fail Securely: Secure error handling

Implementation

  • Rate Limiting: Protection against API abuse
  • Input Validation: Strict validation of all API parameters
  • Output Encoding: Secure data return
  • Error Handling: No sensitive information in error messages
  • Logging: Complete logging of API calls

Security Testing

Automated Tests

  • Unit Security Tests: Security tests at code level
  • Integration Security Tests: Tests of component interaction
  • API Security Tests: Special tests for API endpoints
  • UI Security Tests: Frontend security tests

Manual Tests

  • Code Reviews: Manual review of critical code parts
  • Penetration Testing: External security tests
  • Security Architecture Reviews: Review of overall architecture
  • Threat Modeling Workshops: Collaborative threat analysis

Security Training

Developer Security Training

  • OWASP Top 10: Regular training on web security
  • Secure Coding Practices: Hands-on workshops
  • Security Champions Program: Internal security experts
  • Capture The Flag (CTF): Practical security exercises
  • Code Review Training: Training for secure code reviews

Security Awareness

  • Security Newsletter: Monthly updates on current threats
  • Internal Security Talks: Regular internal presentations
  • External Conferences: Participation in security conferences
  • Certification Support: Support for security certifications

Metrics and KPIs

Security Metrics

  • Mean Time to Patch (MTTP): Average time until resolution
  • Vulnerability Density: Number of vulnerabilities per line of code
  • Security Test Coverage: Coverage by security tests
  • Time to Detection: Time until vulnerability detection

Reporting

  • Security Dashboard: Real-time overview of security status
  • Monthly Security Reports: Regular reports to management
  • Trend Analysis: Long-term analysis of security development
  • Compliance Reporting: Reports for regulatory requirements

Contact and Support

Security Team

Additional Resources