Security Overview¶

Core Security Features¶

AIDDDMAP implements a comprehensive security framework with three main pillars:

Encryption
Fully Homomorphic Encryption (FHE) for computing on encrypted data
Zero-Knowledge Proofs (ZK-SNARKs) for verifiable computation
Standard encryption for data at rest and in transit
Access Control
Role-based access control (RBAC)
Fine-grained permissions
User and agent authentication
Audit & Compliance
Comprehensive audit logging
Proof persistence
Compliance reporting

Detailed Documentation¶

Encryption - Details on encryption technologies
ZK Proofs - Zero-Knowledge proof system
Best Practices - Security best practices

Role-Based Access Control¶

AIDDDMAP implements four primary roles:

Admin
Full system access
Role management
Audit capabilities
Developer
Proof generation and verification
Circuit modification
Limited audit access
Agent
Automated proof generation
Proof verification
No raw data access
Viewer
Proof verification
Limited proof viewing
No modification capabilities

Security Architecture¶

1. Data Layer¶

Encryption¶

interface EncryptionConfig {
  algorithm: "AES-GCM" | "AES-CBC" | "ChaCha20-Poly1305";
  keySize: 128 | 192 | 256;
  saltLength: number;
  ivLength: number;
}

interface FHEConfig {
  scheme: "CKKS" | "BFV" | "BGV";
  securityLevel: 128 | 192 | 256;
  polyModulusDegree: number;
}

Key Management¶

interface KeyMetadata {
  id: string;
  createdAt: number;
  expiresAt: number;
  algorithm: string;
  usage: string[];
}

interface KeyRotationPolicy {
  interval: number; // milliseconds
  gracePeriod: number;
  backupRequired: boolean;
}

Proof Storage¶

interface StoredProof {
  id: string;
  proof: ProofResult;
  metadata: {
    createdAt: number;
    expiresAt: number;
    verificationCount: number;
    lastVerified: number;
  };
}

2. Application Layer¶

Access Control¶

interface AccessPolicy {
  roles: UserRole[];
  operations: string[];
  conditions?: {
    timeRestriction?: {
      start: number;
      end: number;
    };
    locationRestriction?: string[];
    customRules?: ((context: any) => boolean)[];
  };
}

Request Validation¶

interface RequestValidation {
  authentication: {
    type: "token" | "certificate" | "proof";
    value: string;
  };
  authorization: {
    role: UserRole;
    permissions: string[];
  };
  rateLimit: {
    maxRequests: number;
    timeWindow: number;
  };
}

Audit Logging¶

interface AuditLog {
  id: string;
  timestamp: number;
  userId: string;
  operation: string;
  resource: string;
  status: "success" | "failure";
  metadata: {
    role: UserRole;
    ip: string;
    userAgent: string;
    customData?: any;
  };
}

3. Agent Layer¶

Agent Authentication¶

interface AgentCredentials {
  id: string;
  type: "automated" | "user-controlled";
  permissions: RolePermissions;
  keys: {
    signing: CryptoKey;
    encryption: CryptoKey;
  };
}

Secure Deployment¶

interface DeploymentConfig {
  isolation: {
    type: "container" | "vm" | "process";
    resources: {
      cpu: number;
      memory: number;
      disk: number;
    };
  };
  networking: {
    allowedHosts: string[];
    ports: number[];
    encryption: boolean;
  };
  monitoring: {
    metrics: boolean;
    logging: boolean;
    alerts: boolean;
  };
}

Agent Communication¶

interface SecureChannel {
  type: "tls" | "noise" | "custom";
  encryption: {
    algorithm: string;
    keySize: number;
  };
  authentication: {
    type: "mutual" | "client" | "server";
    certificates: boolean;
  };
}

Integration Points¶

1. UADM Integration¶

interface UADMSecurity {
  authentication: {
    type: "token" | "certificate";
    provider: "internal" | "external";
  };
  authorization: {
    roles: UserRole[];
    permissions: string[];
  };
  deployment: {
    isolation: boolean;
    networking: boolean;
    monitoring: boolean;
  };
}

2. Marketplace Integration¶

interface MarketplaceSecurity {
  dataEncryption: {
    type: "FHE" | "standard";
    config: EncryptionConfig;
  };
  proofs: {
    types: string[];
    verification: boolean;
  };
  trading: {
    escrow: boolean;
    dispute: boolean;
    refund: boolean;
  };
}

3. Data Pipeline Integration¶

interface PipelineSecurity {
  encryption: {
    inTransit: boolean;
    atRest: boolean;
    processing: boolean;
  };
  authentication: {
    nodes: boolean;
    users: boolean;
    services: boolean;
  };
  monitoring: {
    flows: boolean;
    access: boolean;
    anomalies: boolean;
  };
}

Security Best Practices¶

1. Access Control¶

// Regular permission audits
interface PermissionAudit {
  frequency: number; // milliseconds
  depth: "basic" | "detailed";
  automated: boolean;
}

// Least privilege principle
interface PrivilegePolicy {
  defaultDeny: boolean;
  expirationRequired: boolean;
  justificationRequired: boolean;
}

// Role expiration management
interface RoleExpiration {
  duration: number; // milliseconds
  warningPeriod: number;
  autoRenewal: boolean;
}

2. Data Protection¶

// End-to-end encryption
interface E2EEncryption {
  required: boolean;
  algorithms: string[];
  keyRotation: boolean;
}

// Secure key rotation
interface KeyRotation {
  interval: number; // milliseconds
  overlap: number;
  backupRequired: boolean;
}

// Proof persistence
interface ProofRetention {
  duration: number; // milliseconds
  backupRequired: boolean;
  verificationRequired: boolean;
}

3. Monitoring & Audit¶

// Real-time monitoring
interface SecurityMonitoring {
  realTime: boolean;
  metrics: string[];
  alerts: boolean;
}

// Comprehensive logging
interface AuditLogging {
  retention: number; // milliseconds
  encryption: boolean;
  backup: boolean;
}

// Regular security reviews
interface SecurityReview {
  frequency: number; // milliseconds
  scope: string[];
  external: boolean;
}

Future Security Roadmap¶

1. Enhanced Encryption¶

// Quantum-resistant algorithms
interface QuantumResistance {
  algorithms: string[];
  keySize: number;
  hybrid: boolean;
}

// Advanced FHE schemes
interface AdvancedFHE {
  multiParty: boolean;
  bootstrapping: boolean;
  circuitOptimization: boolean;
}

// Optimized ZK proofs
interface ZKOptimization {
  recursive: boolean;
  batching: boolean;
  compression: boolean;
}

2. Advanced Access Control¶

// Dynamic role assignment
interface DynamicRoles {
  contextual: boolean;
  behavioral: boolean;
  riskBased: boolean;
}

// Context-aware permissions
interface ContextAwareness {
  location: boolean;
  time: boolean;
  deviceProfile: boolean;
}

// Enhanced agent security
interface AgentSecurity {
  isolation: boolean;
  attestation: boolean;
  behavioral: boolean;
}

3. Improved Auditing¶

// Advanced analytics
interface AuditAnalytics {
  ai: boolean;
  patterns: boolean;
  prediction: boolean;
}

// Automated compliance
interface ComplianceAutomation {
  standards: string[];
  reporting: boolean;
  remediation: boolean;
}

// Enhanced reporting
interface SecurityReporting {
  realTime: boolean;
  customizable: boolean;
  integration: boolean;
}