Security Model¶
Comprehensive guide to Studio Platform's security architecture, including security principles, threat modeling, and security controls.
🔒 Security Overview¶
Security Architecture¶
Studio Platform implements a comprehensive security model designed to protect sensitive compliance data, ensure regulatory compliance, and provide secure access to all platform features.
A[Security Architecture] --> B[Network Security]
A --> C[Application Security]
A --> D[Data Security]
A --> E[Identity Security]
B --> F[Firewall]
B --> G[WAF]
B --> H[DDoS Protection]
B --> I[Network Segmentation]
C --> J[API Gateway]
C --> K[Rate Limiting]
C --> L[Input Validation]
C --> M[Output Encoding]
D --> N[Encryption]
D --> O[Access Control]
D --> P[Audit Logging]
D --> Q[Data Classification]
E --> R[Authentication]
E --> S[Authorization]
E --> T[Session Management]
E --> U[Multi-Factor Auth] Security Principles¶
Core Security Principles¶
Defense in Depth: - Multiple Layers - Multiple security layers - Redundancy - Redundant security controls - Diversity - Different security mechanisms - Monitoring - Continuous security monitoring - Testing - Regular security testing
Security by Design: - Secure by Default - Secure by default configuration - Least Privilege - Minimum necessary access - Zero Trust - Zero trust architecture - Encryption Everywhere - Encrypt data everywhere - Compliance First - Compliance by design
Privacy by Design¶
Privacy Principles: - Data Minimization - Collect only necessary data - Data Classification - Classify data by sensitivity - Data Retention - Retain data only as long as necessary - Data Protection - Protect personal data - User Rights - Respect user rights
🔐 Network Security¶
Network Architecture¶
Network Segmentation¶
Network Zones:
graph TD
A[Internet] --> B[DMZ]
B --> C[WAF]
C --> D[Application Zone]
D --> E[Backend Zone]
D --> F[Database Zone]
E --> G[Frontend Services]
E --> H[Backend Services]
E --> I[AI Services]
F --> J[PostgreSQL]
F --> K[Neo4j]
F --> L[Redis]
M[Management Network] --> N[Admin Services]
N --> O[Monitoring]
N --> P[Backup Services]
Q[Storage Network] --> R[Object Storage]
Q --> S[File Storage]
Q --> T[Backup Storage] Network Zones: - DMZ - Demilitarized zone with basic services - Application Zone - Application services with API gateway - Backend Zone - Backend services and databases - Database Zone - Database servers and storage - Management Network - Management and monitoring services - Storage Network - Object storage and file storage
Firewall Configuration¶
Firewall Rules:
# firewall-rules.yml
rules:
- name: allow_http
port: 80
protocol: tcp
action: allow
source: 0.0.0.0/0
destination: 0.0.0.0/0
description: "Allow HTTP traffic"
- name: allow_https
port: 443
protocol: tcp
action: allow
source: 0.0.0.0/0
destination: 0.0.0.0/0
description: "Allow HTTPS traffic"
- name: deny_ssh
port: 22
protocol: tcp
action: deny
source: 0.0.0.0/0
destination: 0.0.0.0/0
description: "Deny SSH traffic"
- name: allow_internal
port: 4000-5000
protocol: tcp
action: allow
source: 10.0.0.0/8
destination: 10.0.0.0/8
description: "Allow internal traffic"
Web Application Firewall¶
WAF Configuration¶
WAF Rules:
# waf-rules.yml
rules:
- name: sql_injection
description: "Block SQL injection attempts"
pattern: "(?i)(union|select|insert|update|delete|drop|create|alter|execute)"
action: block
severity: high
- name: xss_protection
description: "Block XSS attempts"
pattern: "(?i)(<script|<img|<iframe|<object|<embed)"
action: block
severity: high
- name: path_traversal
description: "Block path traversal attempts"
pattern: "(?i)(\.\./|\.\.\/)"
action: block
severity: medium
- name: command_injection
description: "Block command injection attempts"
pattern: "(?i)(;|&&|\\|\\||&)"
action: block
severity: high
- name: file_upload
description: "Block malicious file uploads"
pattern: "\\.(exe|bat|cmd|sh|ps1|vbs|scr|jar)"
action: block
severity: medium
DDoS Protection¶
DDoS Mitigation¶
DDoS Protection:
# ddos-protection.yml
protection:
- name: rate_limiting
description: "Rate limiting"
config:
requests_per_second: 100
burst_size: 200
block_duration: 300
action: throttle
- name: ip_whitelist
description: "IP whitelist"
config:
allowed_ips:
- 10.0.0.0/8
- 192.168.1.0/24
action: allow
- name: geo_blocking
description: "Geographic blocking"
config:
blocked_countries:
- CN
- RU
- KP
action: block
- name: challenge_response
description: "Challenge response"
config:
enabled: true
challenge_timeout: 10
challenge_type: captcha
action: challenge
🔐 Application Security¶
API Security¶
API Gateway Security¶
API Gateway Configuration:
# api-gateway.yml
security:
authentication:
enabled: true
providers:
- oauth2
- jwt
- api_key
authorization:
enabled: true
rbac:
enabled: true
policies:
- name: user_access
rules:
- role: customer
actions: [read, write]
resources: [own_data]
- name: admin_access
role: admin
actions: [read, write, delete]
resources: [all_data]
rate_limiting:
enabled: true
policies:
- name: default
rate_limit: 1000
window: 60
burst_size: 200
- name: strict
rate_limit: 100
window: 60
burst_size: 50
input_validation:
enabled: true
validation:
- name: sql_injection
pattern: "(?i)(union|select|insert|update|delete|drop|create|alter|execute)"
action: block
- name: xss_protection
pattern: "(?i)(<script|<img|<iframe|<object|<embed)"
action: block
- name: path_traversal
pattern: "(?i)(\.\./|\.\.\/)"
action: block
output_encoding:
enabled: true
encoding: json
compression: gzip
Input Validation¶
Input Validation:
// Input validation
import { z } from 'zod';
// User input validation schema
const UserInputSchema = z.object({
email: z.string().email("Invalid email format"),
name: z.string().min(1).max(255),
password: z.string()
.min(8, "Password must be at least 8 characters")
.regex(/^(?=.*[a-z])(?=.*[A-Z])(?=.*\d)(?=.*[@$!#$%^&*])(?=.*[A-Z])(?=.*[a-z])(?=.*[0-9]).{8,}$/),
"Password must contain at least one uppercase letter, one lowercase letter, one number, and one special character"),
role: z.enum(['super_admin', 'admin', 'class="hljs">admin</span>', 'auditor', 'customer', 'viewer']),
});
class InputValidator {
static validateUserInput(data: any): UserInput {
return UserInputSchema.parse(data);
}
static sanitizeInput(data: string): string {
// Basic XSS protection
return data
.replace(/<script\b[^<]*>/gi, '')
.replace(/<iframe\b[^<]*>/gi, '')
.replace(/<object\b[^<]*>/gi, '')
.replace(/<embed\b[^<]*>/gi, '')
.trim();
}
static validateEmail(email: string): boolean {
const emailRegex = /^[^\s@]+@[^\s@]+\.[^\s@]+\.[^\s@]+$/;
return emailRegex.test(email);
}
static validatePassword(password: string): boolean {
const passwordRegex = /^(?=.*[a-z])(?=.*[A-Z])(?=.*\d)(?=.*[@$!#$%^&*])(?=.*[A-Z])(?=.*[a-z])(?=.*[0-9]).{8,}$/;
return passwordRegex.test(password);
}
}
Session Management¶
Session Configuration¶
Session Settings:
// Session configuration
interface SessionConfig {
secret: string;
maxAge: number;
secure: boolean;
httpOnly: boolean;
sameSite: 'strict' | 'lax' | 'none';
domain?: string;
path?: string;
}
class SessionManager {
private config: SessionConfig;
constructor(config: SessionConfig) {
this.config = config;
}
createSession(user: User): SessionData {
return {
id: crypto.randomUUID(),
userId: user.id,
email: user.email,
name: user.name,
role: user.role,
permissions: this.getUserPermissions(user),
createdAt: new Date(),
expiresAt: new Date(Date.now() + this.config.maxAge * 1000),
lastAccessedAt: new Date(),
};
}
async validateSession(sessionData: SessionData): Promise<boolean> {
// Check if session exists
const session = await this.getSession(sessionData.id);
if (!session) {
return false;
}
// Check if session is expired
if (this.isExpired(session)) {
return false;
}
// Check if user is still valid
const user = await UserService.findById(sessionData.userId);
if (!user || user.status !== 'active') {
return false;
}
// Update last accessed time
await this.updateLastAccessed(sessionData.id);
return true;
}
private async getSession(sessionId: string): Promise<SessionData | null> {
// Get session from cache or database
return await CacheService.get(`session:${sessionId}`);
}
private isExpired(session: SessionData): boolean {
return Date.now() > session.expiresAt;
}
private async updateLastAccessed(sessionId: string): Promise<void> {
const session = await this.getSession(sessionId);
if (session) {
session.lastAccessedAt = new Date();
await CacheService.set(`session:${sessionId}`, session);
}
}
private getUserPermissions(user: User): string[] {
// Get user permissions based on role
switch (user.role) {
case 'super_admin':
return ['*'];
case 'admin':
return ['read', 'write', 'delete', 'user_management'];
case 'manager':
return ['read', 'write', 'project_management', 'team_management'];
case 'auditor':
return ['read', 'audit', 'reporting'];
case 'customer':
return ['read', 'write', 'own_data'];
case 'viewer':
return ['read'];
default:
return [];
}
}
}
🔐 Data Security¶
Encryption¶
Encryption Architecture¶
Encryption Strategy:
graph TD
A[Application Data] --> B[Encryption Service]
B --> C[AES-256 Encryption]
C --> D[Encrypted Data]
D --> E[Database Storage]
F[Data in Transit] --> G[TLS 1.3]
G --> H[Encrypted Transit]
I[Key Management] --> J[HSM]
I --> K[AES Key Store]
I --> L[Key Rotation]
M[Backup Data] --> N[Backup Encryption]
N --> O[Encrypted Backup]
O --> P[Secure Storage] Encryption Implementation:
// Encryption service
import crypto from 'crypto';
class EncryptionService {
private algorithm = 'aes-256-gcm';
private keyLength = 32;
private ivLength = 16;
private tagLength = 16;
private key: Buffer;
constructor(key: string) {
this.key = Buffer.from(key, 'hex');
}
encrypt(data: string): EncryptedData {
const iv = crypto.randomBytes(this.ivLength);
const cipher = crypto.createCipher(this.algorithm, this.key, iv, null);
let encrypted = cipher.update(data, 'utf8');
encrypted = cipher.final();
const tag = crypto.randomBytes(this.tagLength);
return {
encrypted: Buffer.concat([encrypted, iv, tag]).toString('base64'),
iv: iv.toString('hex'),
tag: tag.toString('hex'),
};
}
decrypt(encryptedData: string): string {
const parts = encryptedData.split(':');
const iv = Buffer.from(parts[1], 'hex');
const tag = Buffer.from(parts[2], 'hex');
const encrypted = Buffer.from(parts[0], 'base64');
const cipher = crypto.createDecipher(this.algorithm, this.key, iv, tag);
const decrypted = cipher.setAuthTag(tag);
const decryptedData = cipher.update(encrypted, null);
return decryptedData.toString('utf8');
}
generateKey(): string {
return crypto.randomBytes(this.keyLength).toString('hex');
}
rotateKey(): void {
this.key = this.generateKey();
}
}
interface EncryptedData {
encrypted: string;
iv: string;
tag: string;
}
Data Classification¶
Data Classification Model:
// Data classification
enum DataClassification {
PUBLIC = 'public',
INTERNAL = 'internal',
CONFIDENTIAL = 'confidential',
RESTRICTED = 'restricted'
}
interface DataClassificationRule {
classification: DataClassification;
retentionPeriod: number; // days
encryptionRequired: boolean;
accessControl: string[];
loggingRequired: boolean;
auditRequired: boolean;
}
class DataClassificationService {
private rules: Map<string, DataClassificationRule> = new Map();
constructor() {
this.initializeRules();
}
private initializeRules(): void {
// Initialize classification rules
this.rules.set('public', {
classification: DataClassification.PUBLIC,
retentionPeriod: 365,
encryptionRequired: false,
accessControl: ['everyone'],
loggingRequired: false,
auditRequired: false,
});
this.rules.set('internal', {
classification: DataClassification.INTERNAL,
retentionPeriod: 730,
encryptionRequired: false,
accessControl: ['employees'],
loggingRequired: true,
auditRequired: false,
});
this.rules.set('confidential', {
classification: DataClassification.CONFIDENTIAL,
retentionPeriod: 1825, // 5 years
encryptionRequired: true,
accessControl: ['authorized'],
loggingRequired: true,
auditRequired: true,
});
this.rules.set('restricted', {
classification: DataClassification.RESTRICTED,
retentionPeriod: 3650, // 10 years
encryptionRequired: true,
accessControl: ['admin', 'security'],
loggingRequired: true,
auditRequired: true,
});
}
classifyData(data: any): DataClassification {
// Classify data based on content and context
if (this.isPublicData(data)) {
return DataClassification.PUBLIC;
}
if (this.isInternalData(data)) {
return DataClassification.INTERNAL;
}
if (this.isConfidentialData(data)) {
return DataClassification.CONFIDENTIAL;
}
if (this.isRestrictedData(data)) {
return DataClassification.RESTRICTED;
}
return DataClassification.INTERNAL;
}
getRetentionPeriod(classification: DataClassification): number {
const rule = this.rules.get(classification);
return rule?.retentionPeriod || 365;
}
isEncryptionRequired(classification: DataClassification): boolean {
const rule = this.rules.get(classification);
return rule?.encryptionRequired || false;
}
getAccessControl(classification: DataClassification): string[] {
const rule = this.rules.get(classification);
return rule?.accessControl || [];
}
isLoggingRequired(classification: DataClassification): boolean {
const rule = this.rules.get(classification);
return rule?.loggingRequired || false;
}
isAuditRequired(classification: DataClassification): boolean {
const rule = this.rules.get(classification);
return rule?.auditRequired || false;
}
private isPublicData(data: any): boolean {
// Check if data is public
return (
!this.containsSensitiveData(data) &&
!this.containsPersonalData(data) &&
!this.containsFinancialData(data)
);
}
private isInternalData(data: any): boolean {
// Check if data is internal
return (
this.containsInternalData(data) &&
!this.containsSensitiveData(data) &&
!this.containsPersonalData(data) &&
!this.containsFinancialData(data)
);
}
private isConfidentialData(data: any): boolean {
// Check if data is confidential
return (
this.containsSensitiveData(data) ||
this.containsPersonalData(data) ||
this.containsFinancialData(data)
);
}
private isRestrictedData(data: any): boolean {
// Check if data is restricted
return (
this.containsHighlySensitiveData(data) ||
this.containsLegalData(data) ||
this.containsHealthData(data)
);
}
private containsSensitiveData(data: any): boolean {
// Check for sensitive data patterns
const sensitivePatterns = [
/password/i,
/secret/i,
/token/i,
/key/i,
/credential/i,
/auth/i,
/login/i,
];
return sensitivePatterns.some(pattern => pattern.test(JSON.stringify(data)));
}
private containsPersonalData(data: any): boolean {
// Check for personal data patterns
const personalPatterns = [
/email/i,
/phone/i,
/address/i,
/ssn/i,
/passport/i,
/driver_license/i,
/medical/i,
/health/i,
];
return personalPatterns.some(pattern => pattern.test(JSON.stringify(data)));
}
private containsFinancialData(data: any): boolean {
// Check for financial data patterns
const financialPatterns = [
/credit_card/i,
/bank_account/i,
/routing_number/i,
/account_number/i,
/transaction/i,
/payment/i,
];
return financialPatterns.some(pattern => pattern.test(JSON.stringify(data)));
}
private containsInternalData(data: any): boolean {
// Check for internal data patterns
const internalPatterns = [
/internal/i,
/employee/i,
/staff/i,
/team/i,
/project/i,
/internal_data/i,
];
return internalPatterns.some(pattern => pattern.test(JSON.stringify(data)));
}
containsHighlySensitiveData(data: any): boolean {
// Check for highly sensitive data patterns
const highlySensitivePatterns = [
/social_security_number/i,
/medical_record/i,
/legal_document/i,
/trade_secret/i,
/proprietary/i,
];
return highlySensitivePatterns.some(pattern => pattern.test(JSON.stringify(data)));
}
containsLegalData(data: any): boolean {
// Check for legal data patterns
const legalPatterns = [
/legal/i,
/attorney/i,
/contract/i,
/lawsuit/i,
/court/i,
/regulation/i,
];
return legalPatterns.some(pattern => pattern.test(JSON.stringify(data)));
}
containsHealthData(data: any): boolean {
// Check for health data patterns
const healthPatterns = [
/medical_history/i,
/diagnosis/i,
/treatment/i,
/medication/i,
/health_record/i,
];
return healthPatterns.some(pattern => pattern.test(JSON.stringify(data)));
}
}
🔐 Identity and Access Management¶
Authentication¶
Multi-Factor Authentication¶
MFA Configuration:
// MFA configuration
interface MFAConfig {
enabled: boolean;
methods: MFA_Method[];
backupMethods: MFA_Method[];
gracePeriod: number;
enforcement: MFA_Enforcement;
}
enum MFA_Method {
TOTP = 'totp';
SMS = 'sms';
EMAIL = 'email';
BACKUP = 'backup';
}
enum MFA_Enforcement {
OPTIONAL = 'optional';
REQUIRED = 'required';
STRICT = 'strict';
}
class MFAService {
private config: MFAConfig;
constructor(config: MFAConfig) {
this.config = config;
}
async enableMFA(user: User, method: MFA_Method): Promise<MFA_Secret> {
const secret = this.generateSecret(method);
// Store MFA secret
await MFASecretService.create(user.id, method, secret);
// Update user MFA status
await UserService.updateMFA(user.id, {
enabled: true,
methods: [method],
backupMethods: this.config.backupMethods,
enabledAt: new Date(),
});
return secret;
}
async verifyMFA(user: User, method: MFA_Method, code: string): Promise<boolean> {
const secret = await MFASecretService.getLatest(user.id, method);
if (!secret) {
return false;
}
const isValid = this.verifyCode(secret, code);
if (isValid) {
// Update last used timestamp
await MFASecretService.updateLastUsed(secret.id);
}
return isValid;
}
private generateSecret(method: MFA_Method): MFA_Secret {
switch (method) {
case MFA_Method.TOTP:
return this.generateTOTPSecret();
case MFA_Method.SMS:
return this.generateSMSSecret();
case MFA_Method.EMAIL:
return this.generateEmailSecret();
case MFA_Method.BACKUP:
return this.generateBackupSecret();
default:
throw new Error(`Unsupported MFA method: ${method}`);
}
}
private generateTOTPSecret(): MFA_Secret {
const secret = speakeasy.generateSecret({
name: 'Studio Platform',
issuer: 'studio-platform',
label: 'MFA Secret',
algorithm: 'sha256',
digits: 6,
period: 30,
});
return {
secret: secret.base32,
backup: secret.base32,
method: MFA_Method.TOTP,
createdAt: new Date(),
expiresAt: new Date(Date.now() + 30 * 24 * 60 * 1000),
lastUsedAt: null,
};
}
private generateSMSSecret(): MFA_Secret {
const secret = Math.random().toString().slice(2, 8);
return {
secret: secret,
backup: secret,
method: MFA_Method.SMS,
createdAt: new Date(),
expiresAt: new Date(Date.now() + 5 * 60 * 1000),
lastUsedAt: null,
};
}
private generateEmailSecret(): MFA_Secret {
const secret = crypto.randomBytes(32).toString('hex');
return {
secret: secret,
backup: secret,
method: MFA_Method.EMAIL,
createdAt: new Date(),
expiresAt: new Date(Date.now() + 10 * 60 * 1000),
lastUsedAt: null,
};
}
private generateBackupSecret(): MFA_Secret {
const secret = crypto.randomBytes(32).toString('hex');
return {
secret: secret,
backup: secret,
method: MFA_Method.BACKUP,
createdAt: new Date(),
expiresAt: new Date(Date.now() + 30 * 24 * 60 * 1000),
lastUsedAt: null,
};
}
verifyCode(secret: MFA_Secret, code: string): boolean {
const expectedCode = this.generateCode(secret);
return code === expectedCode;
}
private generateCode(secret: MFA_Secret): string {
// Generate verification code based on secret
return speakeasy.totp({
secret: secret.secret,
encoding: 'base32',
label: 'Studio Platform',
time: Math.floor(Date.now() / 1000 / 30),
});
}
}
interface MFA_Secret {
secret: string;
backup: string;
method: MFA_Method;
createdAt: Date;
expiresAt: Date;
lastUsedAt: Date | null;
}
OAuth 2.0 Integration¶
OAuth 2.0 Configuration:
# oauth2.yml
oauth2:
providers:
google:
client_id: ${GOOGLE_CLIENT_ID}
client_secret: ${GOOGLE_CLIENT_SECRET}
redirect_uri: ${GOOGLE_REDIRECT_URI}
scopes:
- https://www.googleapis.com/auth/drive
- https://www.googleapis.com/auth/calendar
- https://www.googleapis.com/auth/userinfo
- openid
- email
profile
microsoft:
client_id: ${MICROSOFT_CLIENT_ID}
client_secret: ${MICROSOFT_CLIENT_SECRET}
tenant_id: ${MICROSOFT_TENANT_ID}
redirect_uri: ${MICROSOFT_REDIRECT_URI}
scopes:
- https://graph.microsoft.com/Files.ReadWrite
- https://graph.microsoft.com/Calendars.ReadWrite
- https://graph.microsoft.com/Sites.ReadWrite.All
- https://graph.microsoft.com/Mail.Read
- openid
profile
email
OAuth 2.0 Flow:
// OAuth 2.0 flow
class OAuth2Service {
async getAuthorizationUrl(provider: string, state: string): Promise<string> {
const config = this.getProviderConfig(provider);
const params = new URLSearchParams({
response_type: 'code',
client_id: config.client_id,
redirect_uri: config.redirect_uri,
scope: config.scopes.join(' '),
state: state,
});
return `${config.authorization_url}?${params}`;
}
async exchangeCodeForToken(provider: string, code: string, state: string): Promise<TokenResponse> {
const config = this.getProviderConfig(provider);
const tokenResponse = await fetch(config.token_url, {
method: 'POST',
headers: {
'Content-Type': 'application/x-www-form-urlencoded',
},
body: new URLSearchParams({
grant_type: 'authorization_code',
code: code,
client_id: config.client_id,
client_secret: config.client_secret,
redirect_uri: config.redirect_uri,
state: state,
}),
});
return tokenResponse.json();
}
async refreshAccessToken(provider: string, refreshToken: string): Promise<TokenResponse> {
const config = this.getProviderConfig(provider);
const tokenResponse = await fetch(config.token_url, {
method: 'POST',
headers: {
'Content-Type': 'interface"application/x-www-form-urlencoded',
},
body: new URLSearchParams({
grant_type: 'refresh_token',
refresh_token: refreshToken,
client_id: config.client_id,
client_secret: config.client_secret,
}),
});
return tokenResponse.json();
}
private getProviderConfig(provider: string): OAuth2Config {
const configs = {
google: {
authorization_url: 'https://accounts.google.com/o/oauth2/v2/auth',
token_url: 'https://oauth2.googleapis.com/token',
client_id: process.env.GOOGLE_CLIENT_ID,
client_secret: process.env.GOOGLE_CLIENT_SECRET,
redirect_uri: process.env.GOOGLE_REDIRECT_URI,
scopes: ['https://www.googleapis.com/auth/drive', 'https://www.googleapis.com/auth/calendar'],
},
microsoft: {
authorization_url: `https://login.microsoftonline.com/${process.env.MICROSOFT_TENANT_ID}/oauth2/v2.0/authorize`,
token_url: `https://login.microsoftonline.com/${process.env.MICROSOFT_TENANT_ID}/oauth2/v2.0/token`,
client_id: process.env.MICROSOFT_CLIENT_ID,
client_secret: process.env.MICROSOFT_CLIENT_SECRET,
redirect_uri: process.env.MICROSOFT_REDIRECT_URI,
scopes: ['https://graph.microsoft.com/Files.ReadWrite', 'https://graph.microsoft.com/Calendars.ReadWrite'],
},
};
const config = configs[provider];
if (!config) {
throw new Error(`OAuth2 provider not found: ${provider}`);
}
return config;
}
}
interface TokenResponse {
access_token: string;
token_type: string;
expires_in: number;
refresh_token: string;
scope: string;
id_token?: string;
}
🔍 Access Control¶
RBAC Implementation¶
Role-Based Access Control¶
RBAC Configuration:
// RBAC implementation
interface Role {
id: string;
name: string;
description: string;
permissions: Permission[];
created_at: Date;
updated_at: Date;
}
interface Permission {
id: string;
name: string;
description: string;
resource: string;
action: string;
created_at: Date;
updated_at: Date;
}
class RBACService {
private roles: Map<string, Role> = new Map();
private permissions: Map<string, Permission> = new Map();
async createRole(roleData: Partial<Role>): Promise<Role> {
const role: Role = {
id: crypto.randomUUID(),
name: roleData.name,
description: roleData.description,
permissions: roleData.permissions || [],
created_at: new Date(),
updated_at: new Date(),
};
this.roles.set(role.id, role);
return role;
}
async createPermission(permissionData: Partial<Permission>): Promise<Permission> {
const permission: Permission = {
id: crypto.randomUUID(),
name: permissionData.name,
description: permissionData.description,
resource: permissionData.resource,
action: permissionData.action,
created_at: new Date(),
updated_at: new Date(),
};
this.permissions.set(permission.id, permission);
return permission;
}
async assignRoleToUser(userId: string, roleId: string): Promise<void> {
await UserRole.create({
userId,
roleId,
assignedAt: new Date(),
});
}
async getUserRoles(userId: Promise<Role[]> {
const userRoles = await UserRole.findAll({
where: { userId },
include: [Role],
});
return userRoles.map(ur => ur.role);
}
async hasPermission(userId: string, resource: string, action: string): Promise<boolean> {
const userRoles = await this.getUserRoles(userId);
for (const role of userRoles) {
const roleDetails = this.roles.get(role.id);
if (roleDetails) {
const hasPermission = roleDetails.permissions.some(
permission =>
permission.resource === resource && permission.action === action
);
if (hasPermission) {
return true;
}
}
}
return false;
}
async hasAnyPermission(userId: string, resource: string, actions: string[]): Promise<boolean> {
const userRoles = await this.getUserRoles(userId);
for (const role of userRoles) {
const roleDetails = this.roles.get(role.id);
if (roleDetails) {
const hasAnyPermission = roleDetails.permissions.some(
permission =>
permission.resource === resource &&
actions.includes(permission.action)
);
if (hasAnyPermission) {
return true;
}
}
}
return false;
}
ABAC Implementation¶
ABAC Configuration:
// ABAC implementation
interface Policy {
id: string;
name: string;
description: string;
rules: PolicyRule[];
created_at: Date;
updated_at: Date;
}
interface PolicyRule {
id: string;
name: string;
description: string;
condition: PolicyCondition;
action: PolicyAction;
priority: PolicyPriority;
created_at: Date;
updated_at: Date;
}
interface PolicyCondition {
attribute: string;
operator: PolicyOperator;
value: any;
logical_operator?: PolicyLogicalOperator;
}
enum PolicyOperator {
EQUALS = 'eq';
NOT_EQUALS = 'ne';
GREATER_THAN = 'gt';
LESS_THAN = 'lt';
GREATER_THAN_OR_EQUAL = 'ge';
LESS_THAN_OR_EQUAL = 'le';
CONTAINS = 'contains';
STARTS_WITH = 'starts_with';
END_WITH = 'ends_with';
REGEX = 'regex';
IN = 'in';
NOT_IN = 'not_in';
}
enum PolicyAction {
ALLOW = 'allow';
DENY = 'deny';
LOG = 'log';
ALERT = 'alert';
}
enum PolicyPriority {
LOW = 'low';
MEDIUM = 'medium';
HIGH = 'high';
CRITICAL = 'critical';
}
class ABACService {
private policies: Map<string, Policy> = new Map();
async createPolicy(policyData: Partial<Policy>): Promise<Policy> {
const policy: Policy = {
id: crypto.randomUUID(),
name: policyData.name,
description: policyData.description,
rules: policyData.rules || [],
created_at: new Date(),
updated_at: new Date(),
};
this.policies.set(policy.id, policy);
return policy;
}
async evaluatePolicy(policyId: string, context: PolicyContext): Promise<PolicyEvaluation> {
const policy = this.policies.get(policyId);
if (!policy) {
return {
allowed: false,
reason: 'Policy not found',
priority: 'low',
};
}
let allowed = true;
let priority = PolicyPriority.LOW;
let reason = '';
for (const rule of policy.rules) {
const evaluation = await this.evaluateRule(rule, context);
if (evaluation.action === PolicyAction.DENY) {
allowed = false;
priority = Math.max(priority, rule.priority);
reason = `Rule "${rule.name}" denied`;
break;
}
if (evaluation.action === PolicyAction.ALLOW) {
priority = Math.max(priority, rule.priority);
}
}
return {
allowed,
reason,
priority,
};
}
private async evaluateRule(rule: PolicyRule, context: PolicyContext): Promise<PolicyEvaluation> {
const condition = rule.condition;
for (const condition of condition) {
const evaluation = this.evaluateCondition(condition, context);
if (!evaluation.result) {
return {
action: rule.action,
reason: `Condition "${condition.attribute} ${condition.operator} ${condition.value}" failed`,
};
}
if (condition.logical_operator) {
// Handle logical operators
const nextCondition = condition.logical_operator;
const nextEvaluation = await this.evaluateCondition(nextCondition, context);
if (evaluation.result !== evaluation.result) {
return {
action: rule.action,
reason: `Logical condition failed`,
};
}
}
}
return {
action: rule.action,
reason: 'Condition satisfied',
};
}
private async evaluateCondition(condition: PolicyCondition, context: context): Promise<ConditionEvaluation> {
const attributeValue = this.getAttributeValue(context, condition.attribute);
const conditionValue = condition.value;
switch (condition.operator) {
case PolicyOperator.EQUALS:
return { result: attributeValue === conditionValue };
case PolicyOperator.NOT_EQUALS:
return { result: attributeValue !== conditionValue };
case PolicyOperator.GREATER_THAN:
return { result: attributeValue > conditionValue };
case PolicyOperator.LESS_THAN:
return { result: attributeValue < conditionValue };
case PolicyOperator.GREATER_THAN_OR_EQUAL:
return { result: attributeValue >= conditionValue };
case PolicyOperator.LESS_THAN_OR_EQUAL:
return { result: attributeValue <= conditionValue };
case PolicyOperator.CONTAINS:
return { result: String(attributeValue).includes(String(conditionValue) };
case Policy.STARTS_WITH:
return { result: String(attributeValue).startsWith(conditionValue) };
case Policy.ENDS_WITH:
return { result: String(attributeValue).endsWith(conditionValue) };
case Policy.REGEX:
const regex = new RegExp(condition.value);
return { result: regex.test(String(attributeValue) };
case Policy.IN:
return { result: Array.isArray(conditionValue) ? conditionValue.includes(attributeValue) : false };
case Policy.NOT_IN:
return { result: !Array.isArray(conditionValue) ? !conditionValue.includes(attributeValue) : false };
default:
return { result: false };
}
}
private getAttributeValue(context: PolicyContext, attribute: string): any {
const attributes = attribute.split('.');
let value = context;
for (const attr of attributes) {
if (value[attr]) {
value = value[attr];
} else {
return null;
}
}
return value;
}
}
interface PolicyContext {
user: User;
resource: string;
action: string;
ip_address: string;
time: Date;
environment: string;
user_agent: string;
request_id: string;
metadata: Record<string, any>;
}
interface ConditionEvaluation {
result: boolean;
reason: string;
}
interface PolicyEvaluation {
action: PolicyAction;
reason: string;
priority: PolicyPriority;
}
🔍 Security Monitoring¶
Security Monitoring¶
Security Metrics¶
Security Metrics Dashboard:
// Security metrics
interface SecurityMetrics {
authentication: {
login_attempts: number;
login_successes: number;
login_failures: number;
mfa_usage_rate: number;
session_count: number;
active_sessions: number;
};
authorization: {
access_requests: number;
access_granted: number;
access_denied: number;
policy_evaluations: number;
policy_violations: number;
};
data_protection: {
encryption_events: number;
data_access_events: number;
data_classification_events: number;
data_retention_events: number;
data_deletion_events: number;
};
threat_detection: {
threats_detected: number;
threats_blocked: number;
false_positives: number;
false_negatives: number;
high_risk_events: number;
};
compliance: {
compliance_score: number;
compliance_gaps: number;
audit_events: number;
policy_violations: number;
};
}
class SecurityMonitor {
async getSecurityMetrics(): Promise<SecurityMetrics> {
const metrics: SecurityMetrics = {
authentication: {
login_attempts: await this.getLoginAttempts(),
login_successes: await this.getLoginSuccesses(),
login_failures: await this.getLoginFailures(),
mfa_usage_rate: await getMFAUsageRate(),
session_count: await getSessionCount(),
active_sessions: await getActiveSessions(),
},
authorization: {
access_requests: await getAccessRequests(),
access_granted: await getAccessGranted(),
access_denied: await getAccessDenied(),
policy_evaluations: await getPolicyEvaluations(),
policy_violations: await getPolicyViolations(),
},
data_protection: {
encryption_events: await getEncryptionEvents(),
data_access_events: await getDataAccessEvents(),
data_classification_events: await getDataClassificationEvents(),
data_retention_events: await getDataRetentionEvents(),
data_deletion_events: await getDataDeletionEvents(),
},
threat_detection: {
threats_detected: await getThreatsDetected(),
threats_blocked: await getThreatsBlocked(),
false_positives: await getFalsePositives(),
false_negatives: await getFalseNegatives(),
high_risk_events: await getHighRiskEvents(),
},
compliance: {
compliance_score: await getComplianceScore(),
compliance_gaps: await getComplianceGaps(),
audit_events: await getAuditEvents(),
policy_violations: await getPolicyViolations(),
},
};
return metrics;
}
private async getLoginAttempts(): Promise<number> {
return await this.getMetric('authentication.login_attempts');
}
private async getLoginSuccesses(): Promise<number> {
return await this.getMetric('authentication.login_successes');
}
private async getLoginFailures(): Promise<number> {
return await this.getMetric('authentication.login_failures');
}
private async getMFAUsageRate(): Promise<number> {
const totalUsers = await this.getMetric('authentication.total_users');
const mfaUsers = await this.getMetric('authentication.mfa_users');
return totalUsers > 0 ? (mfaUsers / totalUsers) * 100 : 0;
}
private async getSessionCount(): Promise<number> {
return await this.getMetric('authentication.session_count');
}
private async getActiveSessions(): Promise<number> {
return await this.getMetric('authentication.active_sessions');
}
}
Security Alerts¶
Alert Configuration:
// Security alerts
interface SecurityAlert {
type: SecurityAlertType;
severity: SecurityAlertSeverity;
title: string;
description: string;
timestamp: Date;
source: string;
data: any;
metadata: Record<string, any>;
}
enum SecurityAlertType {
AUTHENTICATION_FAILURE = 'authentication_failure';
AUTHORIZATION_FAILURE = 'authorization_failure';
DATA_BREACH = 'data_breach';
MALICIOUS_ACTIVITY = 'malicious_activity';
SUSPICIOUS_LOGIN = 'suspicious_login';
RATE_LIMIT_EXCEEDED = 'rate_limit_exceeded';
VULNERABILITY_FOUND = 'vulnerability_found';
COMPLIANCE_VIOLATION = 'compliance_violation';
}
enum SecurityAlertSeverity {
LOW = 'low';
MEDIUM = 'medium';
HIGH = 'high';
CRITICAL = 'critical';
}
class SecurityAlertService {
async createAlert(alert: SecurityAlert): Promise<void> {
// Store alert
await SecurityAlertModel.create(alert);
// Send notification
await this.sendNotification(alert);
// Log alert
console.error(`Security Alert [${alert.type}]: ${alert.title}`);
}
async sendNotification(alert: SecurityAlert): Promise<void> {
// Send notification to appropriate channels
switch (alert.severity) {
case SecurityAlertSeverity.CRITICAL:
await this.sendCriticalAlert(alert);
break;
case SecurityAlert.HIGH:
await this.sendHighAlert(alert);
break;
case SecurityAlert.MEDIUM:
await this.sendMediumAlert(alert);
break;
case SecurityAlert.LOW:
await this.sendLowAlert(alert);
break;
}
}
private async sendCriticalAlert(alert: SecurityAlert): Promise<void> {
// Send critical alert via multiple channels
await this.sendEmailAlert(alert);
await this.sendSMSAlert(alert);
await this.sendSlackAlert(alert);
await this.sendPagerDutyAlert(alert);
}
private async sendEmailAlert(alert: SecurityAlert): Promise<void> {
// Send email alert
await EmailService.send({
to: '[email protected]',
subject: `🚨️ Critical Security Alert: ${alert.title}`,
text: alert.description,
html: this.generateEmailAlertHTML(alert),
});
}
private generateEmailAlertHTML(alert: SecurityAlert): string {
return `
<div style="font-family: Arial, sans-serif; color: #333;">
<h2>🚨️ Critical Security Alert</h2>
<p><strong>Type:</strong> ${alert.type}</p>
<p><strong>Title:</strong> ${alert.title}</p>
<p><strong>Description:</strong> ${alert.description}</p>
<p><strong>Timestamp:</strong> ${alert.timestamp.toISOString()}</p>
<p><strong>Source:</strong> ${alert.source}</p>
${alert.data ? `<p><strong>Details:</strong> <pre>${JSON.stringify(alert.data, null, 2)}</pre></p> : ''}
<p><strong>Actions:</strong> <a href="${this.getActionLink(alert)}">View Details</a></p>
</div>
`;
}
private getActionLink(alert: SecurityAlert): string {
return `${process.env.STUDIO_URL}/security/alerts/${alert.id}`;
}
}
✅ Security Best Practices¶
Security Best Practices¶
Authentication Best Practices¶
- Multi-Factor Authentication - Implement MFA for all users
- Strong Passwords - Enforce strong password policies
- Session Management - Implement secure session management
- Regular Auditing - Regular security audits
- Access Reviews - Regular access reviews
Data Protection Best Practices¶
- Data Classification - Classify all data appropriately
- Encryption - Encrypt sensitive data at rest and in transit
- Access Control - Implement fine-grained access control
- Audit Logging - Log all security events
- Data Retention - Follow data retention policies
Network Security Best Practices¶
- Network Segmentation - Segment networks appropriately
- Firewall Rules - Configure firewall rules
- WAF Configuration - Configure WAF rules
- DDoS Protection - Implement DDoS protection
- VPN Access - Use VPN for remote access
- Secure Protocols - Use secure protocols only
Common Security Mistakes¶
❌ Avoid These Mistakes: - Not implementing multi-factor authentication - Not encrypting sensitive data - Not implementing proper access control - Not logging security events - Not implementing proper monitoring
✅ Follow These Best Practices: - Implement multi-factor authentication for all users - Encrypt all sensitive data at rest and in transit - Implement fine-grained access control - Log all security events comprehensively - Implement comprehensive security monitoring
!!! tip Security First Always prioritize security in all architectural decisions. Implement security controls at every layer.
!!! note Regular Audits Conduct regular security audits and penetration testing to identify vulnerabilities.
!!! question Need Help? Check our Security Support for security assistance, or join our security team.