Ollama Arena is designed for personal, local-first evaluation workflows in trusted environments. It is NOT designed for multi-tenant production deployments or handling highly sensitive data without additional hardening.
- No cloud exposure: Server binds to
127.0.0.1by default (localhost only) - No telemetry: Zero external API calls, no tracking, no analytics
- Data sovereignty: All data stays on user's machine unless explicitly exported
- Optional authentication: Set
WEB_CHAT_TOKENenvironment variable for bearer token protection
- Risk: User prompts not sanitized before rendering
- Impact: Potential XSS if malicious content in model responses
- Mitigation: Markdown renderer escapes HTML, but not foolproof
- Status: Low priority for single-user local deployment
- Risk: No rate limiting on
/api/chator/api/stream_chatendpoints - Impact: Local DoS possible (flood with requests)
- Mitigation: Single-user deployment reduces risk
- Status: Consider adding for production deployments
- Risk: File upload accepts any file type
- Impact: Users could upload binary files, large files (>10MB limit exists)
- Mitigation: Client-side file reading only, no server-side storage
- Status: Low risk, consider restricting to
.txt,.md,.json
- Risk: Conversations stored unencrypted in browser localStorage
- Impact: Anyone with browser access can read all chat history
- Mitigation: localStorage is designed for non-sensitive, personal use
- Status: By design for simplicity; see "Scope" below
- Risk:
WEB_CHAT_TOKENstored in environment variables (plaintext) - Impact: Token visible to anyone with shell access
- Mitigation: Use OS keychain or secrets manager for production
- Status: Acceptable for local development
- Risk: No CORS restrictions, no CSRF tokens
- Impact: Other localhost apps could make requests
- Mitigation: Requires malicious local app, low risk
- Status: Low priority for trusted local environment
- Personal research: Individual researchers evaluating models on their laptop
- Proof of concept: Testing Ollama integration before production deployment
- Educational: Learning about local LLM orchestration
- Exploratory analysis: Comparing models on non-sensitive datasets
- Multi-user production: Requires user authentication, session management, backend DB
- Regulated data: HIPAA/SOX/GDPR compliance requires encryption at rest, audit logs
- Public deployment: Exposing to internet requires reverse proxy, rate limiting, WAF
- Shared workstations: localStorage is per-browser, no isolation between OS users
If you need to deploy Ollama Arena in a production or shared environment, consider:
- Replace bearer token with proper user authentication (Flask-Login, OAuth)
- Add session management with secure cookies (HttpOnly, SameSite=Strict)
- Implement role-based access control (admin, user, viewer)
- Move from localStorage to backend database (SQLite, PostgreSQL)
- Encrypt sensitive data at rest (SQLCipher, application-level encryption)
- Add audit logging (who accessed what, when)
- Deploy behind reverse proxy (nginx, Caddy) with HTTPS
- Add rate limiting (flask-limiter, nginx limit_req)
- Implement CORS restrictions for API endpoints
- Add CSRF protection for state-changing operations
- Sanitize user prompts before rendering (DOMPurify on client-side)
- Validate file uploads (MIME type, size, content)
- Add Content Security Policy (CSP) headers
- Set up logging aggregation (Elasticsearch, Splunk)
- Monitor for anomalous usage patterns
- Define incident response procedures
- Regular security audits and penetration testing
If you discover a security vulnerability, please:
- Do NOT open a public GitHub issue
- Email the maintainer directly: [your-email@example.com]
- Include:
- Description of the vulnerability
- Steps to reproduce
- Potential impact
- Suggested fix (if any)
We will respond within 72 hours and coordinate a fix timeline.
- Critical vulnerabilities: Patched within 7 days, immediate release
- High severity: Patched within 30 days
- Medium/Low severity: Included in next minor version
Last updated: January 2026
Security point of contact: [Maintainer Name]