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Security Analysis β Multilingual ABSA
Current State
| Area | Status | Notes |
|---|---|---|
| JWT Authentication | β Not implemented | No auth layer |
| OAuth | β Not implemented | No SSO |
| HTTPS | β Not enforced | Expects reverse proxy to terminate TLS |
| Input Validation | β Partial | Pydantic validation present; no server-side max_length |
| SQL Injection | β Protected | SQLAlchemy ORM parameterized queries |
| XSS | β Protected | Streamlit dashboard; no raw HTML rendering, user input via native widgets |
| CSRF | β Not implemented | No CSRF middleware; CORS "*" mitigates partially |
| Secrets Management | β οΈ Manual | .env gitignored; Docker Compose has hardcoded dev creds |
| Rate Limiting | β Not implemented | No throttling on any endpoint |
| File Upload Security | β οΈ Partial | Extension validation; no size limit; temp files not cleaned on success |
| Authorization | β None | No role-based or API-key access control |
| CORS | β οΈ Permissive | allow_origins=["*"] |
Risks & Recommendations
Critical
Missing authentication β All endpoints are publicly accessible
- Fix: Add FastAPI middleware for API key validation
- Fix: Integrate OAuth2/OIDC for multi-user scenarios
No rate limiting β
/batchendpoint can be abused (10K rows per request)- Fix: Add
slowapior custom rate-limiting middleware - Fix: Implement per-IP request quotas
- Fix: Add
High
Temp file leak β Batch CSV saved via
NamedTemporaryFile(delete=False)butos.unlink()only called on validation error, not on success- Fix: Add
try/finallyblock to ensure cleanup
- Fix: Add
CORS all origins β
"*"allows any website to call the API- Fix: Restrict to known dashboard domains
No server-side text length limit β
ReviewInput.textaccepts arbitrary length- Fix: Add
StringConstraints(max_length=512)to Pydantic model
- Fix: Add
Medium
No file size limit on batch uploads β Only row count limit (10K)
- Fix: Add file-size check (e.g., 50MB max)
Hardcoded credentials in
docker-compose.ymlβabsa_user/absa_pass- Fix: Use environment variables or Docker secrets
CSRF β No protection; token-based auth (when implemented) would mitigate
Low
Weak health check β Returns
"db": "connected"without actually pinging DB- Fix: Add actual DB ping to
/healthendpoint
- Fix: Add actual DB ping to
No request logging β No structured logging or audit trail
Configuration Checklist
- Set
ENABLE_METRICStofalseif Prometheus not needed - Set
LOG_LEVELtoWARNINGin production - Use strong, random passwords for PostgreSQL
- Run API behind TLS-terminating reverse proxy (Railway does this automatically)
- Keep
.envout of version control (already in.gitignore) - Rotate secrets regularly