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security
Robert Trenaman edited this page May 7, 2026
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This guide covers all aspects of security for the SCRIBE Resonance AI System, including authentication, authorization, data protection, and compliance requirements. SCRIBE is designed with security as a fundamental principle.
┌─────────────────────────────────────────────────────────────┐
│ Application Security Layer │
├─────────────────────────────────────────────────────────────┤
│ API Security Layer │
├─────────────────────────────────────────────────────────────┤
│ Data Security Layer │
├─────────────────────────────────────────────────────────────┤
│ Network Security Layer │
├─────────────────────────────────────────────────────────────┤
│ System Security Layer │
└─────────────────────────────────────────────────────────────┘
- Authentication: Verify user identity
- Authorization: Control access to resources
- Encryption: Protect data at rest and in transit
- Auditing: Track security events
- Monitoring: Detect security threats
- Compliance: Meet regulatory requirements
{
"security": {
"api_key_required": true,
"api_key": "your-secret-key-here",
"api_key_rotation_days": 90,
"session_timeout": 3600,
"max_login_attempts": 5,
"lockout_duration": 900
}
}import hashlib
import secrets
from datetime import datetime, timedelta
from typing import Dict, Optional
class APIKeyManager:
def __init__(self):
self.api_keys = {}
self.key_usage = {}
def generate_api_key(self, user_id: str, permissions: list) -> str:
"""Generate a new API key"""
# Generate random key
key = secrets.token_urlsafe(32)
# Hash key for storage
key_hash = hashlib.sha256(key.encode()).hexdigest()
# Store key metadata
self.api_keys[key_hash] = {
'user_id': user_id,
'permissions': permissions,
'created_at': datetime.now(),
'expires_at': datetime.now() + timedelta(days=90),
'last_used': None,
'usage_count': 0
}
return key
def validate_api_key(self, api_key: str) -> Optional[Dict]:
"""Validate API key and return metadata"""
key_hash = hashlib.sha256(api_key.encode()).hexdigest()
if key_hash not in self.api_keys:
return None
key_data = self.api_keys[key_hash]
# Check expiration
if datetime.now() > key_data['expires_at']:
return None
# Update usage
key_data['last_used'] = datetime.now()
key_data['usage_count'] += 1
return key_data
def revoke_api_key(self, api_key: str) -> bool:
"""Revoke an API key"""
key_hash = hashlib.sha256(api_key.encode()).hexdigest()
if key_hash in self.api_keys:
del self.api_keys[key_hash]
return True
return Falseimport jwt
import bcrypt
from datetime import datetime, timedelta
class JWTAuthenticator:
def __init__(self, secret_key: str):
self.secret_key = secret_key
self.algorithm = 'HS256'
self.token_expiry = timedelta(hours=24)
def hash_password(self, password: str) -> str:
"""Hash password using bcrypt"""
salt = bcrypt.gensalt()
return bcrypt.hashpw(password.encode(), salt).decode()
def verify_password(self, password: str, hashed: str) -> bool:
"""Verify password against hash"""
return bcrypt.checkpw(password.encode(), hashed.encode())
def generate_token(self, user_id: str, permissions: list) -> str:
"""Generate JWT token"""
payload = {
'user_id': user_id,
'permissions': permissions,
'exp': datetime.utcnow() + self.token_expiry,
'iat': datetime.utcnow()
}
return jwt.encode(payload, self.secret_key, algorithm=self.algorithm)
def verify_token(self, token: str) -> Optional[Dict]:
"""Verify JWT token"""
try:
payload = jwt.decode(token, self.secret_key, algorithms=[self.algorithm])
return payload
except jwt.ExpiredSignatureError:
return None
except jwt.InvalidTokenError:
return Nonefrom enum import Enum
from typing import Set, List
class Permission(Enum):
READ_SCANS = "read_scans"
WRITE_SCANS = "write_scans"
DELETE_SCANS = "delete_scans"
READ_CONFIG = "read_config"
WRITE_CONFIG = "write_config"
ADMIN = "admin"
class Role:
def __init__(self, name: str, permissions: Set[Permission]):
self.name = name
self.permissions = permissions
# Define roles
ROLES = {
'viewer': Role('viewer', {Permission.READ_SCANS}),
'operator': Role('operator', {
Permission.READ_SCANS,
Permission.WRITE_SCANS,
Permission.READ_CONFIG
}),
'admin': Role('admin', set(Permission))
}
class RBAC:
def __init__(self):
self.user_roles = {}
def assign_role(self, user_id: str, role_name: str):
"""Assign role to user"""
if role_name not in ROLES:
raise ValueError(f"Role {role_name} not found")
self.user_roles[user_id] = ROLES[role_name]
def has_permission(self, user_id: str, permission: Permission) -> bool:
"""Check if user has permission"""
if user_id not in self.user_roles:
return False
return permission in self.user_roles[user_id].permissions
def get_user_permissions(self, user_id: str) -> Set[Permission]:
"""Get all permissions for user"""
if user_id not in self.user_roles:
return set()
return self.user_roles[user_id].permissionsfrom cryptography.fernet import Fernet
from cryptography.hazmat.primitives import hashes
from cryptography.hazmat.primitives.kdf.pbkdf2 import PBKDF2HMAC
import base64
import os
class DataEncryption:
def __init__(self, password: str):
# Generate key from password
salt = os.urandom(16)
kdf = PBKDF2HMAC(
algorithm=hashes.SHA256(),
length=32,
salt=salt,
iterations=100000,
)
key = base64.urlsafe_b64encode(kdf.derive(password.encode()))
self.cipher = Fernet(key)
self.salt = salt
def encrypt_data(self, data: str) -> str:
"""Encrypt data"""
encrypted_data = self.cipher.encrypt(data.encode())
return base64.urlsafe_b64encode(encrypted_data).decode()
def decrypt_data(self, encrypted_data: str) -> str:
"""Decrypt data"""
encrypted_bytes = base64.urlsafe_b64decode(encrypted_data.encode())
decrypted_data = self.cipher.decrypt(encrypted_bytes)
return decrypted_data.decode()
def encrypt_file(self, file_path: str, output_path: str):
"""Encrypt file"""
with open(file_path, 'rb') as f:
file_data = f.read()
encrypted_data = self.cipher.encrypt(file_data)
with open(output_path, 'wb') as f:
f.write(encrypted_data)
def decrypt_file(self, encrypted_path: str, output_path: str):
"""Decrypt file"""
with open(encrypted_path, 'rb') as f:
encrypted_data = f.read()
decrypted_data = self.cipher.decrypt(encrypted_data)
with open(output_path, 'wb') as f:
f.write(decrypted_data)import sqlite3
import hashlib
from contextlib import contextmanager
class SecureDatabase:
def __init__(self, db_path: str, encryption_key: str):
self.db_path = db_path
self.encryption = DataEncryption(encryption_key)
self._secure_database()
def _secure_database(self):
"""Secure database configuration"""
with sqlite3.connect(self.db_path) as conn:
# Enable foreign keys
conn.execute("PRAGMA foreign_keys=ON")
# Set secure permissions
conn.execute("PRAGMA journal_mode=WAL")
conn.execute("PRAGMA synchronous=FULL")
conn.execute("PRAGMA cache_size=1000")
# Create secure tables
conn.execute("""
CREATE TABLE IF NOT EXISTS secure_scans (
id INTEGER PRIMARY KEY AUTOINCREMENT,
scan_data TEXT, -- Encrypted scan data
timestamp DATETIME DEFAULT CURRENT_TIMESTAMP,
user_id TEXT,
checksum TEXT
)
""")
conn.commit()
@contextmanager
def get_connection(self):
"""Get secure database connection"""
conn = sqlite3.connect(self.db_path)
conn.row_factory = sqlite3.Row
try:
yield conn
finally:
conn.close()
def store_scan_result(self, scan_data: dict, user_id: str):
"""Store encrypted scan result"""
# Serialize and encrypt data
import json
data_json = json.dumps(scan_data)
encrypted_data = self.encryption.encrypt_data(data_json)
# Calculate checksum
checksum = hashlib.sha256(data_json.encode()).hexdigest()
with self.get_connection() as conn:
conn.execute(
"INSERT INTO secure_scans (scan_data, user_id, checksum) VALUES (?, ?, ?)",
(encrypted_data, user_id, checksum)
)
conn.commit()
def retrieve_scan_result(self, scan_id: int, user_id: str) -> dict:
"""Retrieve and decrypt scan result"""
with self.get_connection() as conn:
cursor = conn.execute(
"SELECT scan_data, checksum FROM secure_scans WHERE id = ? AND user_id = ?",
(scan_id, user_id)
)
row = cursor.fetchone()
if not row:
raise ValueError("Scan not found or access denied")
# Decrypt data
decrypted_data = self.encryption.decrypt_data(row['scan_data'])
scan_data = json.loads(decrypted_data)
# Verify checksum
checksum = hashlib.sha256(decrypted_data.encode()).hexdigest()
if checksum != row['checksum']:
raise ValueError("Data integrity check failed")
return scan_datafrom fastapi import FastAPI
from fastapi.middleware.httpsredirect import HTTPSRedirectMiddleware
from fastapi.middleware.trustedhost import TrustedHostMiddleware
import ssl
app = FastAPI()
# Add security middleware
app.add_middleware(HTTPSRedirectMiddleware)
app.add_middleware(
TrustedHostMiddleware,
allowed_hosts=["yourdomain.com", "*.yourdomain.com"]
)
# SSL Configuration
ssl_context = ssl.create_default_context(ssl.Purpose.CLIENT_AUTH)
ssl_context.load_cert_chain(certfile="cert.pem", keyfile="key.pem")
ssl_context.load_verify_locations(cafile="ca.pem")
ssl_context.verify_mode = ssl.CERT_REQUIRED
@app.on_event("startup")
async def startup_event():
"""Configure SSL on startup"""
import uvicorn
config = uvicorn.Config(
app="main:app",
host="0.0.0.0",
port=443,
ssl=ssl_context,
reload=False
)# UFW Firewall Rules
sudo ufw default deny incoming
sudo ufw default allow outgoing
# Allow SSH
sudo ufw allow 22/tcp
# Allow HTTPS
sudo ufw allow 443/tcp
# Allow HTTP (redirect to HTTPS)
sudo ufw allow 80/tcp
# Allow API (internal only)
sudo ufw allow from 10.0.0.0/8 to any port 8000
sudo ufw allow from 192.168.0.0/16 to any port 8000
# Enable firewall
sudo ufw enableserver {
listen 80;
server_name yourdomain.com;
return 301 https://$server_name$request_uri;
}
server {
listen 443 ssl http2;
server_name yourdomain.com;
# SSL Configuration
ssl_certificate /path/to/cert.pem;
ssl_certificate_key /path/to/key.pem;
ssl_protocols TLSv1.2 TLSv1.3;
ssl_ciphers ECDHE-RSA-AES256-GCM-SHA512:DHE-RSA-AES256-GCM-SHA512;
ssl_prefer_server_ciphers off;
ssl_session_cache shared:SSL:10m;
ssl_session_timeout 10m;
# Security Headers
add_header X-Frame-Options DENY;
add_header X-Content-Type-Options nosniff;
add_header X-XSS-Protection "1; mode=block";
add_header Strict-Transport-Security "max-age=31536000; includeSubDomains";
add_header Content-Security-Policy "default-src 'self'";
# Rate Limiting
limit_req_zone $binary_remote_addr zone=api:10m rate=10r/s;
limit_req zone=api burst=20 nodelay;
location / {
limit_req zone=api;
proxy_pass http://127.0.0.1:8000;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header X-Forwarded-Proto $scheme;
}
}from fastapi import Request, HTTPException
from slowapi import Limiter, _rate_limit_exceeded_handler
from slowapi.util import get_remote_address
from slowapi.errors import RateLimitExceeded
# Rate limiter
limiter = Limiter(key_func=get_remote_address)
app.state.limiter = limiter
app.add_exception_handler(RateLimitExceeded, _rate_limit_exceeded_handler)
@app.post("/scan")
@limiter.limit("10/minute")
async def scan_endpoint(request: Request):
"""Scan endpoint with rate limiting"""
# Implementation here
pass
# Advanced DDoS protection
class DDoSProtection:
def __init__(self):
self.request_counts = {}
self.blocked_ips = {}
def check_request(self, ip: str) -> bool:
"""Check if request should be allowed"""
current_time = time.time()
# Check if IP is blocked
if ip in self.blocked_ips:
if current_time < self.blocked_ips[ip]:
return False
else:
del self.blocked_ips[ip]
# Count requests in last minute
if ip not in self.request_counts:
self.request_counts[ip] = []
# Remove old requests
self.request_counts[ip] = [
req_time for req_time in self.request_counts[ip]
if current_time - req_time < 60
]
# Check rate limit
if len(self.request_counts[ip]) > 100: # 100 requests per minute
# Block IP for 1 hour
self.blocked_ips[ip] = current_time + 3600
return False
self.request_counts[ip].append(current_time)
return Trueimport logging
from datetime import datetime
from typing import Dict, List
class SecurityMonitor:
def __init__(self):
self.logger = logging.getLogger("security")
self.security_events = []
self.alert_thresholds = {
'failed_logins': 5,
'suspicious_requests': 10,
'unauthorized_access': 1
}
def log_security_event(self, event_type: str, details: Dict):
"""Log security event"""
event = {
'timestamp': datetime.now(),
'type': event_type,
'details': details
}
self.security_events.append(event)
# Check for alerts
self.check_alerts(event_type)
# Log event
self.logger.warning(f"Security event: {event_type} - {details}")
def check_alerts(self, event_type: str):
"""Check if event should trigger alert"""
recent_events = [
event for event in self.security_events
if event['type'] == event_type and
(datetime.now() - event['timestamp']).total_seconds() < 300 # 5 minutes
]
threshold = self.alert_thresholds.get(event_type, 10)
if len(recent_events) >= threshold:
self.send_alert(event_type, len(recent_events))
def send_alert(self, event_type: str, count: int):
"""Send security alert"""
alert_message = f"Security Alert: {count} {event_type} events in 5 minutes"
# Send to monitoring system
print(f"ALERT: {alert_message}")
# Could integrate with external alerting systems
# - Email notifications
# - Slack alerts
# - SMS notifications
# - PagerDutyimport json
from datetime import datetime
class AuditLogger:
def __init__(self, log_file: str = "audit.log"):
self.log_file = log_file
def log_action(self, user_id: str, action: str, resource: str, details: Dict = None):
"""Log user action for audit"""
audit_entry = {
'timestamp': datetime.now().isoformat(),
'user_id': user_id,
'action': action,
'resource': resource,
'details': details or {},
'ip_address': self._get_client_ip()
}
# Write to audit log
with open(self.log_file, 'a') as f:
f.write(json.dumps(audit_entry) + '\n')
def _get_client_ip(self) -> str:
"""Get client IP address"""
# Implementation depends on your framework
return "127.0.0.1"
def get_audit_trail(self, user_id: str = None, start_time: datetime = None) -> List[Dict]:
"""Get audit trail"""
audit_entries = []
with open(self.log_file, 'r') as f:
for line in f:
try:
entry = json.loads(line.strip())
# Filter by user_id if specified
if user_id and entry.get('user_id') != user_id:
continue
# Filter by start_time if specified
if start_time:
entry_time = datetime.fromisoformat(entry['timestamp'])
if entry_time < start_time:
continue
audit_entries.append(entry)
except json.JSONDecodeError:
continue
return audit_entriesfrom datetime import datetime, timedelta
class GDPRCompliance:
def __init__(self):
self.data_subject_requests = []
def consent_required(self) -> bool:
"""Check if consent is required for data processing"""
return True
def record_consent(self, user_id: str, consent_data: Dict):
"""Record user consent"""
consent_entry = {
'user_id': user_id,
'timestamp': datetime.now(),
'consent_given': consent_data['consent'],
'purpose': consent_data['purpose'],
'retention_period': consent_data.get('retention_period', 365)
}
# Store consent record
self._store_consent(consent_entry)
def right_to_be_forgotten(self, user_id: str):
"""Delete all user data (right to be forgotten)"""
# Delete from database
self._delete_user_data(user_id)
# Delete from logs (if necessary)
self._anonymize_logs(user_id)
# Record deletion request
self._record_deletion_request(user_id)
def data_portability(self, user_id: str) -> Dict:
"""Export user data (right to data portability)"""
user_data = {
'personal_data': self._get_personal_data(user_id),
'scan_history': self._get_scan_history(user_id),
'preferences': self._get_user_preferences(user_id),
'consent_records': self._get_consent_records(user_id)
}
return user_data
def retain_data_policy(self, data_type: str) -> int:
"""Get data retention policy in days"""
policies = {
'scan_data': 365, # 1 year
'user_preferences': 1825, # 5 years
'audit_logs': 2555, # 7 years
'consent_records': 2555 # 7 years
}
return policies.get(data_type, 365)class SOC2Compliance:
def __init__(self):
self.security_controls = {
'access_control': self._validate_access_control,
'encryption': self._validate_encryption,
'audit_logging': self._validate_audit_logging,
'incident_response': self._validate_incident_response,
'vulnerability_management': self._validate_vulnerability_management
}
def validate_compliance(self) -> Dict[str, bool]:
"""Validate SOC 2 compliance"""
results = {}
for control_name, validator in self.security_controls.items():
try:
results[control_name] = validator()
except Exception as e:
results[control_name] = False
logging.error(f"Compliance validation failed for {control_name}: {e}")
return results
def _validate_access_control(self) -> bool:
"""Validate access control implementation"""
# Check if RBAC is implemented
# Check if authentication is required
# Check if session management is secure
return True # Implementation specific
def _validate_encryption(self) -> bool:
"""Validate encryption implementation"""
# Check if data at rest is encrypted
# Check if data in transit is encrypted
# Check if key management is secure
return True # Implementation specific
def _validate_audit_logging(self) -> bool:
"""Validate audit logging implementation"""
# Check if all actions are logged
# Check if logs are tamper-evident
# Check if log retention policy is enforced
return True # Implementation specificfrom enum import Enum
from datetime import datetime
class IncidentSeverity(Enum):
LOW = "low"
MEDIUM = "medium"
HIGH = "high"
CRITICAL = "critical"
class SecurityIncident:
def __init__(self, incident_id: str, severity: IncidentSeverity, description: str):
self.incident_id = incident_id
self.severity = severity
self.description = description
self.created_at = datetime.now()
self.status = "open"
self.actions_taken = []
def add_action(self, action: str):
"""Add action taken"""
self.actions_taken.append({
'action': action,
'timestamp': datetime.now()
})
def resolve(self):
"""Resolve incident"""
self.status = "resolved"
self.resolved_at = datetime.now()
class IncidentResponse:
def __init__(self):
self.incidents = []
self.escalation_thresholds = {
IncidentSeverity.LOW: 24, # 24 hours
IncidentSeverity.MEDIUM: 8, # 8 hours
IncidentSeverity.HIGH: 2, # 2 hours
IncidentSeverity.CRITICAL: 0.5 # 30 minutes
}
def create_incident(self, severity: IncidentSeverity, description: str) -> SecurityIncident:
"""Create new security incident"""
incident_id = f"INC-{datetime.now().strftime('%Y%m%d')}-{len(self.incidents) + 1:04d}"
incident = SecurityIncident(incident_id, severity, description)
self.incidents.append(incident)
# Check for escalation
self._check_escalation(incident)
return incident
def _check_escalation(self, incident: SecurityIncident):
"""Check if incident should be escalated"""
threshold = self.escalation_thresholds[incident.severity]
if threshold > 0:
# Schedule escalation check
import threading
threading.Timer(threshold * 3600, self._escalate_incident, args=[incident]).start()
def _escalate_incident(self, incident: SecurityIncident):
"""Escalate incident if not resolved"""
if incident.status == "open":
incident.add_action("Escalated due to timeout")
self._notify_stakeholders(incident)
def _notify_stakeholders(self, incident: SecurityIncident):
"""Notify stakeholders about incident"""
notification = f"""
Security Incident Escalation
Incident ID: {incident.incident_id}
Severity: {incident.severity.value}
Description: {incident.description}
Created: {incident.created_at}
Actions Taken: {len(incident.actions_taken)}
"""
# Send notification based on severity
if incident.severity in [IncidentSeverity.HIGH, IncidentSeverity.CRITICAL]:
# Immediate notification
self._send_immediate_notification(notification)
else:
# Email notification
self._send_email_notification(notification){
"security": {
"authentication": {
"api_key_required": true,
"jwt_enabled": true,
"session_timeout": 3600,
"max_login_attempts": 5,
"lockout_duration": 900,
"password_policy": {
"min_length": 12,
"require_uppercase": true,
"require_lowercase": true,
"require_numbers": true,
"require_symbols": true
}
},
"authorization": {
"rbac_enabled": true,
"default_role": "viewer",
"role_hierarchy": ["viewer", "operator", "admin"]
},
"encryption": {
"data_at_rest": true,
"data_in_transit": true,
"algorithm": "AES-256-GCM",
"key_rotation_days": 90
},
"network": {
"ssl_required": true,
"tls_version": "1.3",
"allowed_ciphers": [
"TLS_AES_256_GCM_SHA384",
"TLS_CHACHA20_POLY1305_SHA256",
"TLS_AES_128_GCM_SHA256"
],
"rate_limiting": {
"enabled": true,
"requests_per_minute": 100,
"burst_size": 20
}
},
"monitoring": {
"audit_logging": true,
"security_events": true,
"intrusion_detection": true,
"alert_thresholds": {
"failed_logins": 5,
"suspicious_requests": 10,
"unauthorized_access": 1
}
},
"compliance": {
"gdpr_enabled": true,
"data_retention_days": 365,
"right_to_be_forgotten": true,
"data_portability": true,
"audit_retention_days": 2555
}
}
}- Use parameterized queries to prevent SQL injection
- Validate all input data
- Implement proper error handling
- Use secure coding practices
- Regular security testing
- Regular security audits
- Penetration testing
- Vulnerability scanning
- Security monitoring
- Incident response planning
- Encrypt sensitive data
- Implement access controls
- Regular data backups
- Secure disposal of data
- Privacy by design
Last Updated: 2026-05-06
Security Guide Version: 1.0.0
Status: Production Ready