This project aims to provide a robust, scalable, and fault-tolerant NoSQL database solution. The primary business priority is to offer a reliable data storage and retrieval system that can be used in a wide range of applications, from web applications to mobile apps and IoT devices. Key business goals include:
- Providing a flexible and schema-less data model.
- Ensuring high availability and data durability.
- Offering easy scalability to handle growing data volumes and user traffic.
- Supporting offline and mobile applications through replication capabilities.
- Enabling efficient data querying and indexing.
The most important business risks that need to be addressed are:
- Data loss due to system failures or disasters.
- Unauthorized access to sensitive data.
- Data corruption or integrity issues.
- Performance bottlenecks and service disruptions.
- Compliance violations with data privacy regulations.
Existing security controls:
- security control: Access control lists (ACLs) for database and document level authorization. (Implemented within CouchDB core)
- security control: Authentication mechanisms including username/password and cookie-based authentication. (Implemented within CouchDB core)
- security control: HTTPS support for encrypted communication. (Requires external configuration of web server or load balancer)
- security control: Role-based access control (RBAC). (Implemented within CouchDB core)
- security control: Input validation on API endpoints to prevent injection attacks. (Implemented within CouchDB core)
- accepted risk: Reliance on external infrastructure for network security and physical security of servers.
- accepted risk: Complexity of configuration can lead to misconfigurations and security vulnerabilities.
Recommended security controls:
- security control: Implement audit logging to track access and modifications to data and system configurations.
- security control: Integrate with external authentication providers (e.g., LDAP, OAuth 2.0) for centralized user management.
- security control: Regularly perform security vulnerability scanning and penetration testing.
- security control: Implement database encryption at rest to protect data stored on disk.
- security control: Enhance input validation and sanitization to cover a wider range of potential injection vectors.
Security requirements:
-
Authentication:
- Requirement: The system must authenticate users before granting access to data or administrative functions.
- Requirement: Support for strong password policies and multi-factor authentication should be considered.
- Requirement: Securely store and manage user credentials.
-
Authorization:
- Requirement: The system must enforce granular access control to ensure users can only access data and perform actions they are authorized for.
- Requirement: Role-based access control should be implemented to simplify user management and authorization.
- Requirement: Principle of least privilege should be applied to all users and processes.
-
Input Validation:
- Requirement: All user inputs, especially those from external sources (API requests, user interfaces), must be validated to prevent injection attacks (e.g., SQL injection, NoSQL injection, command injection).
- Requirement: Input validation should be performed on both the client-side and server-side.
- Requirement: Sanitize user inputs before storing them in the database to prevent cross-site scripting (XSS) attacks.
-
Cryptography:
- Requirement: Sensitive data in transit must be encrypted using HTTPS.
- Requirement: Consider encryption at rest for sensitive data stored in the database.
- Requirement: Use strong cryptographic algorithms and protocols.
- Requirement: Securely manage cryptographic keys.
graph LR
subgraph "Organization"
C[CouchDB]
end
A[User Applications] --> |Uses API| C
B[Administrators] --> |Manages| C
D[Operating System] --> |Runs on| C
E[Network Infrastructure] --> |Provides network| C
F[Monitoring System] --> |Monitors| C
G[Backup System] --> |Backups| C
Context Diagram Elements:
-
Element:
- Name: User Applications
- Type: System
- Description: Applications developed by users or third-parties that utilize CouchDB to store and retrieve data. These applications can be web applications, mobile apps, or backend services.
- Responsibilities: Interacting with CouchDB API to perform CRUD operations on data, presenting data to end-users, and enforcing application-level business logic.
- Security controls: Application-level authentication and authorization, input validation, secure coding practices.
-
Element:
- Name: Administrators
- Type: Person
- Description: Individuals responsible for installing, configuring, managing, and maintaining the CouchDB system.
- Responsibilities: System installation, configuration, user management, performance monitoring, backups, security patching, and troubleshooting.
- Security controls: Strong authentication credentials, role-based access control to administrative functions, audit logging of administrative actions.
-
Element:
- Name: CouchDB
- Type: System
- Description: The Apache CouchDB NoSQL database system, providing document storage, retrieval, and management capabilities.
- Responsibilities: Storing and managing JSON documents, providing API for data access, handling data replication, indexing data for efficient queries, and ensuring data consistency and availability.
- Security controls: Authentication, authorization, input validation, HTTPS support, access control lists, role-based access control.
-
Element:
- Name: Operating System
- Type: System
- Description: The underlying operating system (e.g., Linux, Windows, macOS) on which CouchDB is installed and runs.
- Responsibilities: Providing system resources (CPU, memory, disk), managing processes, handling network communication, and providing basic security features.
- Security controls: Operating system hardening, access control, security patching, firewall, intrusion detection system.
-
Element:
- Name: Network Infrastructure
- Type: System
- Description: The network infrastructure (routers, switches, firewalls, load balancers) that connects CouchDB to users and other systems.
- Responsibilities: Providing network connectivity, routing traffic, load balancing, and enforcing network security policies.
- Security controls: Firewall rules, network segmentation, intrusion prevention system, DDoS protection.
-
Element:
- Name: Monitoring System
- Type: System
- Description: A system used to monitor the health, performance, and security of the CouchDB system and its underlying infrastructure.
- Responsibilities: Collecting metrics, logging events, alerting administrators to issues, and providing dashboards for visualization.
- Security controls: Secure access to monitoring data, secure communication channels, access control for monitoring system.
-
Element:
- Name: Backup System
- Type: System
- Description: A system responsible for backing up CouchDB data to ensure data recovery in case of failures or disasters.
- Responsibilities: Regularly backing up CouchDB data, storing backups securely, and providing mechanisms for data restoration.
- Security controls: Encryption of backups, secure storage of backups, access control to backups.
graph LR
subgraph "CouchDB System"
A[Erlang Runtime]
B[Database Server]
C[Query Engine]
D[Replication Engine]
E[HTTP API]
F[Admin Interface]
G[Storage Engine]
end
A --> B
A --> C
A --> D
A --> E
A --> F
A --> G
E --> B
F --> B
C --> G
D --> G
B --> G
Container Diagram Elements:
-
Element:
- Name: Erlang Runtime
- Type: Container
- Description: The Erlang virtual machine that provides the runtime environment for CouchDB, handling concurrency, distribution, and fault tolerance.
- Responsibilities: Process management, memory management, inter-process communication, and providing core Erlang libraries.
- Security controls: Operating system level security controls, resource limits, security updates for Erlang runtime.
-
Element:
- Name: Database Server
- Type: Container
- Description: The core CouchDB server process responsible for managing databases, documents, and user requests.
- Responsibilities: Handling API requests, managing database metadata, enforcing access control, coordinating with other containers, and managing data consistency.
- Security controls: Authentication, authorization, input validation, access control lists, role-based access control, audit logging.
-
Element:
- Name: Query Engine
- Type: Container
- Description: Component responsible for processing queries against the stored data, including MapReduce and search queries.
- Responsibilities: Parsing queries, optimizing query execution, retrieving data from storage engine, and returning query results.
- Security controls: Query sanitization, resource limits for queries, access control to query functions.
-
Element:
- Name: Replication Engine
- Type: Container
- Description: Handles data replication between CouchDB instances, enabling high availability and data distribution.
- Responsibilities: Synchronizing data between databases, handling conflict resolution, and ensuring data consistency across replicas.
- Security controls: Secure replication protocol (HTTPS), authentication and authorization for replication, encryption of data during replication.
-
Element:
- Name: HTTP API
- Type: Container
- Description: Provides the primary interface for interacting with CouchDB, exposing RESTful API endpoints for data access and management.
- Responsibilities: Receiving HTTP requests, routing requests to appropriate components, handling authentication and authorization, and returning HTTP responses.
- Security controls: HTTPS encryption, input validation, rate limiting, API authentication and authorization.
-
Element:
- Name: Admin Interface
- Type: Container
- Description: A web-based interface for administrative tasks such as database management, user management, and configuration.
- Responsibilities: Providing a user-friendly interface for administrators to manage CouchDB, performing administrative actions based on user input.
- Security controls: Authentication, authorization, secure session management, input validation, protection against cross-site scripting (XSS) and cross-site request forgery (CSRF).
-
Element:
- Name: Storage Engine
- Type: Container
- Description: Responsible for the physical storage of data on disk, including indexing and data retrieval.
- Responsibilities: Writing data to disk, reading data from disk, managing indexes, ensuring data durability and consistency at the storage level.
- Security controls: File system permissions, disk encryption, data integrity checks.
Deployment Solution: Clustered Deployment on Virtual Machines
Description: CouchDB is deployed as a cluster across multiple virtual machines (VMs) in a cloud environment. A load balancer distributes traffic across the CouchDB nodes. Each VM runs a CouchDB instance and relies on the underlying cloud infrastructure for networking and storage.
graph LR
subgraph "Cloud Environment"
subgraph "Load Balancer"
LB[Load Balancer]
end
subgraph "Virtual Machines"
VM1[VM 1]
VM2[VM 2]
VM3[VM 3]
end
Internet --> LB
LB --> VM1
LB --> VM2
LB --> VM3
subgraph "VM 1"
CDB1[CouchDB Instance]
end
subgraph "VM 2"
CDB2[CouchDB Instance]
end
subgraph "VM 3"
CDB3[CouchDB Instance]
end
VM1 --> CDB1
VM2 --> CDB2
VM3 --> CDB3
DataStorage[Persistent Storage] --> CDB1
DataStorage --> CDB2
DataStorage --> CDB3
end
Deployment Diagram Elements:
-
Element:
- Name: Load Balancer
- Type: Infrastructure
- Description: A load balancer distributes incoming traffic across multiple CouchDB instances to ensure high availability and scalability.
- Responsibilities: Distributing traffic, health checking CouchDB instances, and providing a single entry point to the CouchDB cluster.
- Security controls: HTTPS termination, DDoS protection, access control lists, security monitoring.
-
Element:
- Name: VM 1, VM 2, VM 3
- Type: Infrastructure
- Description: Virtual machines running in a cloud environment, each hosting a CouchDB instance.
- Responsibilities: Providing compute resources, network connectivity, and isolation for CouchDB instances.
- Security controls: VM hardening, security patching, access control, security monitoring.
-
Element:
- Name: CouchDB Instance (CDB1, CDB2, CDB3)
- Type: Container Instance
- Description: Instances of the CouchDB software running within each virtual machine.
- Responsibilities: Storing and managing data, handling API requests, participating in cluster replication, and providing database services.
- Security controls: CouchDB security configurations (authentication, authorization, etc.), operating system level security controls within the VM.
-
Element:
- Name: Persistent Storage
- Type: Infrastructure
- Description: Persistent storage volumes attached to the VMs to store CouchDB data.
- Responsibilities: Providing durable storage for CouchDB data, ensuring data persistence across VM restarts.
- Security controls: Storage encryption, access control lists, data backups.
-
Element:
- Name: Internet
- Type: External
- Description: Represents external users and applications accessing CouchDB over the internet.
- Responsibilities: Sending requests to CouchDB, receiving responses, and interacting with the CouchDB API.
- Security controls: Client-side security controls, secure communication protocols (HTTPS).
graph LR
A[Developer] --> B{Code Changes}
B --> C[GitHub Repository]
C --> D[GitHub Actions CI]
D --> E{Build Process}
E --> F{Unit Tests}
F --> G{SAST Scanners}
G --> H{Dependency Check}
H --> I{Build Artifacts}
I --> J[Artifact Repository]
Build Process Description:
- Developer: Developers write code and make changes.
- Code Changes: Code changes are committed and pushed to the GitHub repository.
- GitHub Repository: The central repository hosting the CouchDB source code.
- GitHub Actions CI: GitHub Actions is used as the CI/CD system to automate the build process.
- Build Process: The build process compiles the code, builds binaries, and packages the software. This includes compiling Erlang and C code, and building JavaScript components.
- Unit Tests: Automated unit tests are executed to ensure code quality and functionality.
- SAST Scanners: Static Application Security Testing (SAST) scanners are used to analyze the source code for potential security vulnerabilities.
- Dependency Check: Dependencies are checked for known vulnerabilities using dependency scanning tools.
- Build Artifacts: Successful build process produces build artifacts, such as binaries, packages (e.g., Debian packages, RPM packages), and Docker images.
- Artifact Repository: Build artifacts are stored in an artifact repository (e.g., GitHub Packages, Docker Hub, or a dedicated artifact repository).
Build Security Controls:
- security control: Secure coding practices are followed by developers.
- security control: Code reviews are performed to identify potential security issues and code quality problems.
- security control: Automated build process using GitHub Actions to ensure consistency and repeatability.
- security control: Unit tests to verify functionality and prevent regressions.
- security control: Static Application Security Testing (SAST) scanners integrated into the build pipeline to detect vulnerabilities in source code.
- security control: Dependency scanning to identify and manage vulnerable dependencies.
- security control: Build environment security - using secure and hardened build agents.
- security control: Signing of build artifacts to ensure integrity and authenticity.
- security control: Access control to the artifact repository to restrict access to authorized users and systems.
- security control: Regular security updates of build tools and dependencies.
Critical business processes we are trying to protect:
- Data storage and retrieval for user applications.
- Data replication for high availability and disaster recovery.
- Database administration and management.
- Software updates and patching.
Data we are trying to protect and their sensitivity:
- User data stored in documents: Sensitivity varies depending on the application, could include Personally Identifiable Information (PII), financial data, health records, etc. Sensitivity level: High to Confidential.
- Database credentials and access keys: Used for authentication and authorization. Sensitivity level: Critical.
- System configuration data: Sensitive information about system setup and security configurations. Sensitivity level: High.
- Audit logs: Contain information about user activity and system events, potentially sensitive for compliance and security monitoring. Sensitivity level: Medium to High.
- Backup data: Contains copies of all data, inherits the sensitivity of the original data. Sensitivity level: High to Confidential.
Questions:
- What are the specific compliance requirements for CouchDB deployments (e.g., GDPR, HIPAA, PCI DSS)?
- What are the expected performance and scalability requirements for the CouchDB system?
- What are the specific use cases and applications that will be using CouchDB?
- What is the organization's risk appetite regarding data security and system availability?
- Are there any existing security policies or standards that CouchDB deployment must adhere to?
- What are the preferred methods for monitoring and logging within the organization?
Assumptions:
- CouchDB will be used to store sensitive user data.
- High availability and data durability are critical requirements.
- Security is a high priority for the organization.
- The organization has a cloud-first strategy and prefers cloud-based deployments.
- The organization has a mature DevOps practice and utilizes CI/CD pipelines.
- The organization is willing to invest in security controls to mitigate identified risks.