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Security: dbsectrainer/ai_cloud_dashboard

Security

docs/security.md

Security Guide

This guide outlines the security measures and best practices implemented in the AI Cloud Dashboard.

Security Architecture

Overview

graph TD
    A[Client] -->|TLS 1.3| B[Load Balancer]
    B -->|TLS 1.3| C[Application Server]
    C -->|Encrypted| D[Database]
    C -->|OAuth 2.0| E[Cloud Services]
    C -->|API Keys| F[External APIs]
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Authentication & Authorization

User Authentication

from src.security.auth import AuthManager
from src.security.jwt import JWTHandler

class SecurityManager:
    def __init__(self):
        self.auth = AuthManager()
        self.jwt = JWTHandler()

    async def authenticate_user(self, credentials):
        """Authenticate user credentials"""
        user = await self.auth.verify_credentials(credentials)
        if user:
            return self.jwt.generate_token(user)
        raise AuthenticationError("Invalid credentials")

Role-Based Access Control (RBAC)

from src.security.rbac import RBACManager

class RBACHandler:
    def __init__(self):
        self.rbac = RBACManager()

    def check_permission(self, user, resource, action):
        """Check if user has permission"""
        return self.rbac.has_permission(
            user_id=user.id,
            resource=resource,
            action=action
        )

Data Security

Encryption at Rest

from cryptography.fernet import Fernet
from src.security.encryption import KeyManager

class DataEncryption:
    def __init__(self):
        self.key_manager = KeyManager()
        self.cipher_suite = Fernet(self.key_manager.get_current_key())

    def encrypt_data(self, data):
        """Encrypt sensitive data"""
        return self.cipher_suite.encrypt(data.encode())

    def decrypt_data(self, encrypted_data):
        """Decrypt encrypted data"""
        return self.cipher_suite.decrypt(encrypted_data).decode()

Data Masking

class DataMasker:
    def mask_sensitive_data(self, data, fields):
        """Mask sensitive fields in data"""
        masked = data.copy()
        for field in fields:
            if field in masked:
                masked[field] = self._apply_mask(masked[field])
        return masked

    def _apply_mask(self, value):
        """Apply masking to a value"""
        if isinstance(value, str):
            return value[:4] + '*' * (len(value) - 4)
        return value

Network Security

TLS Configuration

ssl_context = {
    'version': 'TLSv1.3',
    'ciphers': [
        'TLS_AES_256_GCM_SHA384',
        'TLS_CHACHA20_POLY1305_SHA256'
    ],
    'options': [
        'NO_SSLv2',
        'NO_SSLv3',
        'NO_TLSv1',
        'NO_TLSv1_1'
    ]
}

Request Validation

from src.security.validation import RequestValidator

class SecurityMiddleware:
    def __init__(self):
        self.validator = RequestValidator()

    async def validate_request(self, request):
        """Validate incoming request"""
        await self.validator.validate_headers(request.headers)
        await self.validator.validate_body(request.body)
        await self.validator.check_csrf(request)

API Security

API Key Management

class APIKeyManager:
    def generate_api_key(self, user_id):
        """Generate new API key"""
        key = self._generate_secure_key()
        hashed_key = self._hash_key(key)
        self._store_key(user_id, hashed_key)
        return key

    def validate_api_key(self, key):
        """Validate API key"""
        hashed_key = self._hash_key(key)
        return self._lookup_key(hashed_key)

Rate Limiting

from src.security.rate_limit import RateLimiter

class APIRateLimiter:
    def __init__(self):
        self.limiter = RateLimiter()

    async def check_rate_limit(self, api_key):
        """Check rate limit for API key"""
        return await self.limiter.check_limit(
            key=api_key,
            limit=1000,  # requests
            window=3600  # seconds
        )

Compliance

Audit Logging

from src.security.audit import AuditLogger

class SecurityAuditor:
    def __init__(self):
        self.logger = AuditLogger()

    async def log_security_event(self, event_type, details):
        """Log security event"""
        await self.logger.log_event({
            'type': event_type,
            'timestamp': datetime.utcnow(),
            'details': details,
            'source_ip': request.remote_addr
        })

Compliance Checks

class ComplianceChecker:
    def check_compliance(self, requirements):
        """Check compliance requirements"""
        results = {}
        for req in requirements:
            results[req] = self._check_requirement(req)
        return results

    def _check_requirement(self, requirement):
        """Check specific compliance requirement"""
        checkers = {
            'gdpr': self._check_gdpr,
            'hipaa': self._check_hipaa,
            'sox': self._check_sox
        }
        return checkers[requirement]()

Incident Response

Security Monitoring

class SecurityMonitor:
    def __init__(self):
        self.alerts = SecurityAlerts()
        self.analyzer = ThreatAnalyzer()

    async def monitor_security_events(self):
        """Monitor security events"""
        events = await self.get_security_events()
        threats = self.analyzer.analyze_events(events)
        if threats:
            await self.alerts.send_alert(threats)

Incident Handling

class IncidentHandler:
    async def handle_incident(self, incident):
        """Handle security incident"""
        await self.log_incident(incident)
        await self.notify_team(incident)
        await self.initiate_response(incident)
        await self.track_resolution(incident)

Security Best Practices

Password Security

  1. Use strong password policies
  2. Implement MFA
  3. Regular password rotation
  4. Secure password recovery
  5. Password breach detection

API Security

  1. Use API keys and OAuth
  2. Implement rate limiting
  3. Validate all input
  4. Use HTTPS only
  5. Regular security audits

Data Security

  1. Encrypt sensitive data
  2. Regular backups
  3. Access logging
  4. Data classification
  5. Retention policies

Security Checklist

Development

  • Code security review
  • Dependency scanning
  • Security testing
  • Secure configuration
  • Documentation

Deployment

  • Secure infrastructure
  • Network security
  • Access controls
  • Monitoring setup
  • Backup verification

Maintenance

  • Regular updates
  • Security patches
  • Audit logging
  • Incident response
  • Compliance checks

Additional Resources

There aren’t any published security advisories