@clduab11/gemini-flow
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Revolutionary AI agent swarm coordination platform with Google Services integration, multimedia processing, and production-ready monitoring. Features 8 Google AI services, quantum computing capabilities, and enterprise-grade security.
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# A2A Security Framework
## Overview
The Agent-to-Agent (A2A) Security Framework provides comprehensive security for distributed AI agent communication in Gemini Flow. This framework implements zero-trust architecture, certificate-based authentication, end-to-end encryption, and advanced threat protection.
## Table of Contents
- [Security Architecture](#security-architecture)
- [Authentication & Authorization](#authentication--authorization)
- [Certificate Management](#certificate-management)
- [Message Security](#message-security)
- [Zero Trust Implementation](#zero-trust-implementation)
- [Rate Limiting & DDoS Protection](#rate-limiting--ddos-protection)
- [Audit & Compliance](#audit--compliance)
- [Security Configuration](#security-configuration)
- [Threat Detection](#threat-detection)
- [Incident Response](#incident-response)
## Security Architecture
### Multi-Layer Security Model
```mermaid
graph TB
A[Client Application] --> B[API Gateway]
B --> C[Load Balancer]
C --> D[A2A Security Layer]
D --> E[Authentication Layer]
D --> F[Authorization Layer]
D --> G[Encryption Layer]
D --> H[Rate Limiting Layer]
D --> I[Audit Layer]
E --> J[Certificate Validation]
E --> K[Identity Verification]
F --> L[Policy Engine]
F --> M[Zero Trust Evaluation]
G --> N[Message Encryption]
G --> O[Key Management]
H --> P[Rate Limiters]
H --> Q[DDoS Protection]
I --> R[Audit Logger]
I --> S[SIEM Integration]
subgraph "Agent Network"
T[Agent 1]
U[Agent 2]
V[Agent 3]
end
J --> T
K --> U
L --> V
```
### Security Zones
1. **Public Zone**: Internet-facing components
2. **DMZ Zone**: API gateways and load balancers
3. **Application Zone**: A2A message bus and orchestration
4. **Agent Zone**: Individual agent instances
5. **Data Zone**: Persistent storage and state management
### Core Security Principles
- **Zero Trust**: Never trust, always verify
- **Defense in Depth**: Multiple security layers
- **Least Privilege**: Minimal necessary permissions
- **Continuous Monitoring**: Real-time threat detection
- **Secure by Default**: Safe configuration defaults
## Authentication & Authorization
### Certificate-Based Authentication
All A2A communication uses X.509 certificates for mutual authentication:
```typescript
interface A2ACertificate {
// Certificate identification
certificateId: string;
issuer: string;
subject: string;
serialNumber: string;
// Agent identification
agentId: string;
agentType: string;
organizationUnit: string;
// Validity
notBefore: Date;
notAfter: Date;
// Extensions
keyUsage: string[];
extendedKeyUsage: string[];
subjectAlternativeNames: string[];
// Security attributes
publicKey: PublicKey;
signatureAlgorithm: string;
certificateChain: X509Certificate[];
}
```
### Authentication Flow
1. **Certificate Presentation**: Agent presents X.509 certificate
2. **Chain Validation**: Verify certificate chain to trusted CA
3. **Revocation Check**: Check Certificate Revocation List (CRL)
4. **Identity Extraction**: Extract agent identity from certificate
5. **Session Establishment**: Create secure session with token
6. **Continuous Validation**: Periodic re-authentication
```typescript
class A2AAuthenticator {
async authenticateAgent(
certificate: X509Certificate,
agentId: string
): Promise<AuthenticationResult> {
// 1. Validate certificate format and structure
if (!this.isValidCertificateFormat(certificate)) {
throw new SecurityError('Invalid certificate format');
}
// 2. Verify certificate chain
const chainValidation = await this.validateCertificateChain(certificate);
if (!chainValidation.valid) {
throw new SecurityError(`Certificate chain validation failed: ${chainValidation.reason}`);
}
// 3. Check certificate revocation status
const revocationStatus = await this.checkRevocation(certificate);
if (revocationStatus.revoked) {
throw new SecurityError('Certificate has been revoked');
}
// 4. Verify certificate is not expired
const now = new Date();
if (now < certificate.notBefore || now > certificate.notAfter) {
throw new SecurityError('Certificate is expired or not yet valid');
}
// 5. Extract and validate agent identity
const identity = this.extractAgentIdentity(certificate);
if (identity.agentId !== agentId) {
throw new SecurityError('Agent ID mismatch');
}
// 6. Check certificate usage constraints
if (!this.validateKeyUsage(certificate, 'digital-signature')) {
throw new SecurityError('Certificate not valid for digital signatures');
}
// 7. Generate session token
const sessionToken = await this.generateSessionToken(identity);
return {
authenticated: true,
identity,
sessionToken,
expiresAt: new Date(Date.now() + this.sessionDuration),
permissions: await this.getAgentPermissions(identity)
};
}
private async validateCertificateChain(
certificate: X509Certificate
): Promise<ChainValidationResult> {
const chain = certificate.certificateChain;
const trustedCAs = await this.getTrustedCAs();
// Build and validate certificate chain
for (let i = 0; i < chain.length - 1; i++) {
const current = chain[i];
const issuer = chain[i + 1];
// Verify signature
const signatureValid = await this.verifySignature(
current.tbsCertificate,
current.signature,
issuer.publicKey
);
if (!signatureValid) {
return {
valid: false,
reason: `Invalid signature at chain position ${i}`
};
}
// Check validity periods
if (current.notBefore > issuer.notAfter) {
return {
valid: false,
reason: `Certificate validity period invalid at position ${i}`
};
}
}
// Verify root CA is trusted
const rootCA = chain[chain.length - 1];
if (!trustedCAs.includes(rootCA.fingerprint)) {
return {
valid: false,
reason: 'Root CA not trusted'
};
}
return { valid: true };
}
}
```
### Authorization Model
Role-Based Access Control (RBAC) with Attribute-Based Access Control (ABAC):
```typescript
interface A2ARole {
roleId: string;
roleName: string;
permissions: Permission[];
constraints: Constraint[];
}
interface Permission {
resource: string; // e.g., "mcp__claude-flow__agent_spawn"
actions: string[]; // e.g., ["execute", "monitor"]
conditions?: string; // e.g., "time > 09:00 AND time < 17:00"
}
interface Constraint {
type: 'time' | 'location' | 'resource' | 'custom';
condition: string;
enforcement: 'mandatory' | 'advisory';
}
class A2AAuthorizer {
async authorize(
agentId: string,
resource: string,
action: string,
context: AuthorizationContext
): Promise<AuthorizationResult> {
// 1. Get agent roles and permissions
const agentRoles = await this.getAgentRoles(agentId);
const permissions = this.aggregatePermissions(agentRoles);
// 2. Check resource-action permission
const hasPermission = permissions.some(permission =>
this.matchesResource(permission.resource, resource) &&
permission.actions.includes(action)
);
if (!hasPermission) {
return {
allowed: false,
reason: 'Insufficient permissions',
requiredPermission: `${resource}:${action}`
};
}
// 3. Evaluate conditions and constraints
const conditionResult = await this.evaluateConditions(
permissions,
resource,
action,
context
);
if (!conditionResult.satisfied) {
return {
allowed: false,
reason: 'Condition not satisfied',
failedCondition: conditionResult.failedCondition
};
}
// 4. Apply zero trust evaluation
const trustEvaluation = await this.evaluateZeroTrust(
agentId,
resource,
action,
context
);
if (!trustEvaluation.allowed) {
return {
allowed: false,
reason: 'Zero trust policy violation',
trustScore: trustEvaluation.trustScore,
riskFactors: trustEvaluation.riskFactors
};
}
return {
allowed: true,
permissions: permissions.filter(p =>
this.matchesResource(p.resource, resource) &&
p.actions.includes(action)
),
conditions: conditionResult.appliedConditions,
trustScore: trustEvaluation.trustScore
};
}
}
```
## Certificate Management
### Certificate Authority (CA) Hierarchy
```
Root CA (Offline)
├── Intermediate CA (A2A Services)
│ ├── Agent CA (Agent Certificates)
│ ├── Service CA (Service Certificates)
│ └── Client CA (Client Certificates)
└── Intermediate CA (External Services)
├── API Gateway CA
└── Third-party CA
```
### Certificate Lifecycle Management
```typescript
class CertificateManager {
async issueCertificate(
agentId: string,
agentType: string,
keyPair: KeyPair,
validityPeriod: number = 31536000000 // 1 year
): Promise<X509Certificate> {
// 1. Validate agent registration
const agent = await this.validateAgentRegistration(agentId, agentType);
if (!agent.valid) {
throw new SecurityError('Agent not properly registered');
}
// 2. Generate certificate serial number
const serialNumber = await this.generateSerialNumber();
// 3. Create certificate subject
const subject = new X500Name([
new AVA(BCStyle.CN, agentId),
new AVA(BCStyle.OU, agentType),
new AVA(BCStyle.O, 'Gemini Flow A2A'),
new AVA(BCStyle.C, 'US')
]);
// 4. Set certificate extensions
const extensions = [
// Key usage
new Extension(Extension.keyUsage, true, new KeyUsage(
KeyUsage.digitalSignature | KeyUsage.keyEncipherment
)),
// Extended key usage
new Extension(Extension.extendedKeyUsage, false, new ExtendedKeyUsage([
KeyPurposeId.id_kp_clientAuth,
KeyPurposeId.id_kp_serverAuth
])),
// Subject alternative names
new Extension(Extension.subjectAlternativeName, false, new GeneralNames([
new GeneralName(GeneralName.dNSName, `${agentId}.a2a.gemini-flow.dev`),
new GeneralName(GeneralName.uniformResourceIdentifier, `urn:a2a:agent:${agentId}`)
])),
// Certificate policies
new Extension(Extension.certificatePolicies, false, new CertificatePolicies([
new PolicyInformation(new ASN1ObjectIdentifier('1.2.3.4.5.6.7.8.1'))
])),
// Authority key identifier
new Extension(Extension.authorityKeyIdentifier, false,
new AuthorityKeyIdentifier(this.intermediateCACert.getPublicKey())
),
// Subject key identifier
new Extension(Extension.subjectKeyIdentifier, false,
new SubjectKeyIdentifier(keyPair.publicKey)
)
];
// 5. Create and sign certificate
const certificate = await this.createAndSignCertificate(
serialNumber,
subject,
keyPair.publicKey,
new Date(),
new Date(Date.now() + validityPeriod),
extensions
);
// 6. Store certificate in registry
await this.storeCertificate(certificate, agentId);
// 7. Set up revocation monitoring
await this.setupRevocationMonitoring(certificate);
return certificate;
}
async revokeCertificate(
certificateId: string,
reason: RevocationReason
): Promise<void> {
const certificate = await this.getCertificate(certificateId);
if (!certificate) {
throw new Error('Certificate not found');
}
// 1. Add to CRL
await this.addToCRL(certificate, reason);
// 2. Update OCSP responder
await this.updateOCSPResponder(certificate, 'revoked');
// 3. Notify dependent systems
await this.notifyRevocation(certificate, reason);
// 4. Terminate active sessions
await this.terminateAgentSessions(certificate.agentId);
// 5. Update certificate status
await this.updateCertificateStatus(certificateId, 'revoked');
// 6. Audit log
await this.auditLogger.logEvent(
'certificate_revoked',
'certificate_management',
{
agentId: certificate.agentId,
certificateId,
reason: reason.toString()
},
{
resource: 'certificate',
resourceType: 'security',
resourceId: certificateId
},
'revoke',
'success',
{
description: `Certificate revoked for agent ${certificate.agentId}`,
metadata: { reason }
}
);
}
async renewCertificate(
certificateId: string,
newKeyPair?: KeyPair
): Promise<X509Certificate> {
const oldCertificate = await this.getCertificate(certificateId);
if (!oldCertificate) {
throw new Error('Certificate not found');
}
// 1. Validate renewal eligibility
const renewalWindow = 30 * 24 * 60 * 60 * 1000; // 30 days
const renewalTime = oldCertificate.notAfter.getTime() - renewalWindow;
if (Date.now() < renewalTime) {
throw new SecurityError('Certificate not eligible for renewal yet');
}
// 2. Use existing key pair or generate new one
const keyPair = newKeyPair || await this.generateKeyPair();
// 3. Issue new certificate
const newCertificate = await this.issueCertificate(
oldCertificate.agentId,
oldCertificate.agentType,
keyPair
);
// 4. Overlap period for smooth transition
const overlapPeriod = 24 * 60 * 60 * 1000; // 24 hours
setTimeout(async () => {
await this.revokeCertificate(certificateId, RevocationReason.SUPERSEDED);
}, overlapPeriod);
return newCertificate;
}
}
```
### Certificate Validation
```typescript
class CertificateValidator {
async validateCertificate(
certificate: X509Certificate,
validationContext: ValidationContext
): Promise<ValidationResult> {
const validationResult: ValidationResult = {
valid: true,
errors: [],
warnings: [],
trustLevel: 'unknown'
};
try {
// 1. Basic format validation
await this.validateBasicFormat(certificate, validationResult);
// 2. Signature validation
await this.validateSignature(certificate, validationResult);
// 3. Chain validation
await this.validateChain(certificate, validationResult);
// 4. Revocation check
await this.checkRevocation(certificate, validationResult);
// 5. Policy validation
await this.validatePolicies(certificate, validationResult);
// 6. Extension validation
await this.validateExtensions(certificate, validationResult);
// 7. Context-specific validation
await this.validateContext(certificate, validationContext, validationResult);
// 8. Calculate trust level
validationResult.trustLevel = this.calculateTrustLevel(validationResult);
} catch (error) {
validationResult.valid = false;
validationResult.errors.push(`Validation error: ${error.message}`);
}
return validationResult;
}
private async checkRevocation(
certificate: X509Certificate,
result: ValidationResult
): Promise<void> {
// Try OCSP first (faster)
try {
const ocspResponse = await this.queryOCSP(certificate);
if (ocspResponse.status === 'revoked') {
result.valid = false;
result.errors.push('Certificate has been revoked (OCSP)');
return;
}
} catch (error) {
result.warnings.push('OCSP check failed, falling back to CRL');
}
// Fallback to CRL
try {
const crlStatus = await this.checkCRL(certificate);
if (crlStatus.revoked) {
result.valid = false;
result.errors.push('Certificate has been revoked (CRL)');
}
} catch (error) {
result.warnings.push('CRL check failed');
}
}
}
```
## Message Security
### End-to-End Encryption
All A2A messages are encrypted end-to-end using hybrid encryption:
```typescript
interface EncryptedA2AMessage {
// Message metadata (unencrypted)
messageId: string;
timestamp: number;
source: string;
target: string;
// Encrypted content
encryptedPayload: string;
encryptedKey: string;
// Encryption metadata
encryptionAlgorithm: 'AES-256-GCM';
keyEncryptionAlgorithm: 'RSA-OAEP' | 'ECDH-ES';
// Authentication
signature: string;
signatureAlgorithm: 'RSA-PSS' | 'ECDSA';
// Integrity
messageAuthenticationCode: string;
macAlgorithm: 'HMAC-SHA256';
}
class MessageSecurity {
async encryptMessage(
message: A2AMessage,
recipientPublicKey: PublicKey,
senderPrivateKey: PrivateKey
): Promise<EncryptedA2AMessage> {
// 1. Serialize message
const messageJson = JSON.stringify(message);
const messageBytes = new TextEncoder().encode(messageJson);
// 2. Generate symmetric key
const symmetricKey = await crypto.subtle.generateKey(
{ name: 'AES-GCM', length: 256 },
true,
['encrypt', 'decrypt']
);
// 3. Generate IV
const iv = crypto.getRandomValues(new Uint8Array(12));
// 4. Encrypt message with symmetric key
const encryptedPayload = await crypto.subtle.encrypt(
{ name: 'AES-GCM', iv },
symmetricKey,
messageBytes
);
// 5. Export symmetric key
const symmetricKeyBytes = await crypto.subtle.exportKey('raw', symmetricKey);
// 6. Encrypt symmetric key with recipient's public key
const encryptedKey = await crypto.subtle.encrypt(
{ name: 'RSA-OAEP' },
recipientPublicKey,
symmetricKeyBytes
);
// 7. Create message for signing
const messageForSigning = new Uint8Array([
...new Uint8Array(encryptedPayload),
...new Uint8Array(encryptedKey),
...iv
]);
// 8. Sign message
const signature = await crypto.subtle.sign(
{ name: 'RSA-PSS', saltLength: 32 },
senderPrivateKey,
messageForSigning
);
// 9. Generate MAC
const macKey = await crypto.subtle.importKey(
'raw',
symmetricKeyBytes.slice(0, 32),
{ name: 'HMAC', hash: 'SHA-256' },
false,
['sign']
);
const mac = await crypto.subtle.sign('HMAC', macKey, messageForSigning);
return {
messageId: message.id || crypto.randomUUID(),
timestamp: Date.now(),
source: message.source.agentId,
target: this.getTargetString(message.target),
encryptedPayload: this.arrayBufferToBase64(encryptedPayload),
encryptedKey: this.arrayBufferToBase64(encryptedKey),
encryptionAlgorithm: 'AES-256-GCM',
keyEncryptionAlgorithm: 'RSA-OAEP',
signature: this.arrayBufferToBase64(signature),
signatureAlgorithm: 'RSA-PSS',
messageAuthenticationCode: this.arrayBufferToBase64(mac),
macAlgorithm: 'HMAC-SHA256'
};
}
async decryptMessage(
encryptedMessage: EncryptedA2AMessage,
recipientPrivateKey: PrivateKey,
senderPublicKey: PublicKey
): Promise<A2AMessage> {
// 1. Decode base64 content
const encryptedPayload = this.base64ToArrayBuffer(encryptedMessage.encryptedPayload);
const encryptedKey = this.base64ToArrayBuffer(encryptedMessage.encryptedKey);
const signature = this.base64ToArrayBuffer(encryptedMessage.signature);
const mac = this.base64ToArrayBuffer(encryptedMessage.messageAuthenticationCode);
// 2. Verify signature
const messageForVerification = new Uint8Array([
...new Uint8Array(encryptedPayload),
...new Uint8Array(encryptedKey)
]);
const signatureValid = await crypto.subtle.verify(
{ name: 'RSA-PSS', saltLength: 32 },
senderPublicKey,
signature,
messageForVerification
);
if (!signatureValid) {
throw new SecurityError('Message signature verification failed');
}
// 3. Decrypt symmetric key
const symmetricKeyBytes = await crypto.subtle.decrypt(
{ name: 'RSA-OAEP' },
recipientPrivateKey,
encryptedKey
);
// 4. Import symmetric key
const symmetricKey = await crypto.subtle.importKey(
'raw',
symmetricKeyBytes,
{ name: 'AES-GCM' },
false,
['decrypt']
);
// 5. Verify MAC
const macKey = await crypto.subtle.importKey(
'raw',
new Uint8Array(symmetricKeyBytes).slice(0, 32),
{ name: 'HMAC', hash: 'SHA-256' },
false,
['verify']
);
const macValid = await crypto.subtle.verify(
'HMAC',
macKey,
mac,
messageForVerification
);
if (!macValid) {
throw new SecurityError('Message MAC verification failed');
}
// 6. Extract IV (last 12 bytes)
const iv = new Uint8Array(encryptedPayload).slice(-12);
const actualPayload = new Uint8Array(encryptedPayload).slice(0, -12);
// 7. Decrypt message
const decryptedBytes = await crypto.subtle.decrypt(
{ name: 'AES-GCM', iv },
symmetricKey,
actualPayload
);
// 8. Parse message
const messageJson = new TextDecoder().decode(decryptedBytes);
return JSON.parse(messageJson);
}
}
```
### Key Management
```typescript
class KeyManager {
private keyStore: Map<string, KeyPair> = new Map();
private keyRotationSchedule: Map<string, number> = new Map();
async generateKeyPair(
agentId: string,
algorithm: 'RSA' | 'ECDSA' = 'RSA'
): Promise<KeyPair> {
let keyPair: CryptoKeyPair;
if (algorithm === 'RSA') {
keyPair = await crypto.subtle.generateKey(
{
name: 'RSA-OAEP',
modulusLength: 4096,
publicExponent: new Uint8Array([1, 0, 1]),
hash: 'SHA-256'
},
true,
['encrypt', 'decrypt']
);
} else {
keyPair = await crypto.subtle.generateKey(
{
name: 'ECDSA',
namedCurve: 'P-384'
},
true,
['sign', 'verify']
);
}
// Store key pair securely
const keyPairWrapper: KeyPair = {
agentId,
algorithm,
publicKey: keyPair.publicKey,
privateKey: keyPair.privateKey,
createdAt: new Date(),
expiresAt: new Date(Date.now() + (365 * 24 * 60 * 60 * 1000)) // 1 year
};
await this.storeKeyPair(agentId, keyPairWrapper);
// Schedule key rotation
this.scheduleKeyRotation(agentId, keyPairWrapper.expiresAt);
return keyPairWrapper;
}
async rotateKeys(agentId: string): Promise<KeyPair> {
const oldKeyPair = await this.getKeyPair(agentId);
if (!oldKeyPair) {
throw new Error('No existing key pair found');
}
// Generate new key pair
const newKeyPair = await this.generateKeyPair(agentId, oldKeyPair.algorithm);
// Overlap period for smooth transition
const overlapPeriod = 24 * 60 * 60 * 1000; // 24 hours
setTimeout(async () => {
await this.revokeKeyPair(agentId, oldKeyPair);
}, overlapPeriod);
// Update certificate with new public key
await this.updateCertificate(agentId, newKeyPair.publicKey);
return newKeyPair;
}
private async storeKeyPair(agentId: string, keyPair: KeyPair): Promise<void> {
// In production, use hardware security module (HSM)
// or encrypted key store
const encryptedPrivateKey = await this.encryptPrivateKey(keyPair.privateKey);
await this.keyVault.store(`${agentId}/private`, encryptedPrivateKey);
await this.keyVault.store(`${agentId}/public`, keyPair.publicKey);
this.keyStore.set(agentId, keyPair);
}
}
```
## Zero Trust Implementation
### Trust Score Calculation
```typescript
interface TrustScore {
overallScore: number;
factors: {
authentication: number;
behavior: number;
compliance: number;
network: number;
temporal: number;
};
lastUpdated: Date;
history: TrustScoreHistory[];
}
class ZeroTrustEngine {
async calculateTrustScore(
agentId: string,
context: SecurityContext
): Promise<TrustScore> {
const factors = await this.calculateTrustFactors(agentId, context);
// Weighted trust score calculation
const weights = {
authentication: 0.3,
behavior: 0.25,
compliance: 0.2,
network: 0.15,
temporal: 0.1
};
const overallScore = Object.entries(factors).reduce(
(sum, [factor, score]) => sum + (score * weights[factor as keyof typeof weights]),
0
);
const trustScore: TrustScore = {
overallScore: Math.min(Math.max(overallScore, 0), 100),
factors,
lastUpdated: new Date(),
history: await this.getTrustScoreHistory(agentId)
};
// Store trust score
await this.storeTrustScore(agentId, trustScore);
return trustScore;
}
private async calculateTrustFactors(
agentId: string,
context: SecurityContext
): Promise<TrustScore['factors']> {
// Authentication factor (0-100)
const authFactor = await this.calculateAuthenticationFactor(agentId, context);
// Behavior factor (0-100)
const behaviorFactor = await this.calculateBehaviorFactor(agentId);
// Compliance factor (0-100)
const complianceFactor = await this.calculateComplianceFactor(agentId);
// Network factor (0-100)
const networkFactor = await this.calculateNetworkFactor(context);
// Temporal factor (0-100)
const temporalFactor = await this.calculateTemporalFactor(context);
return {
authentication: authFactor,
behavior: behaviorFactor,
compliance: complianceFactor,
network: networkFactor,
temporal: temporalFactor
};
}
private async calculateAuthenticationFactor(
agentId: string,
context: SecurityContext
): Promise<number> {
let score = 50; // Base score
// Certificate validity (+20)
const certificate = await this.getCertificate(agentId);
if (certificate && certificate.valid) {
score += 20;
// Certificate age bonus (newer is better)
const ageInDays = (Date.now() - certificate.issuedAt.getTime()) / (24 * 60 * 60 * 1000);
if (ageInDays < 30) score += 10;
else if (ageInDays < 90) score += 5;
}
// Multi-factor authentication (+15)
if (context.multiFactor) {
score += 15;
}
// Session security (+10)
if (context.sessionSecurity?.encrypted && context.sessionSecurity?.integrity) {
score += 10;
}
// Recent authentication (-5 for each hour since last auth)
const hoursSinceAuth = context.hoursSinceLastAuth || 0;
score -= Math.min(hoursSinceAuth * 5, 30);
return Math.min(Math.max(score, 0), 100);
}
private async calculateBehaviorFactor(agentId: string): Promise<number> {
const behaviorHistory = await this.getBehaviorHistory(agentId);
let score = 70; // Base score
// Anomaly detection
const anomalies = await this.detectAnomalies(agentId, behaviorHistory);
score -= anomalies.length * 10;
// Failed attempts
const recentFailures = behaviorHistory.failedAttempts.filter(
failure => Date.now() - failure.timestamp < 24 * 60 * 60 * 1000
);
score -= recentFailures.length * 5;
// Successful patterns
const successfulPatterns = behaviorHistory.successfulOperations.length;
if (successfulPatterns > 100) score += 20;
else if (successfulPatterns > 50) score += 10;
// Rate limiting violations
const rateLimitViolations = behaviorHistory.rateLimitViolations || 0;
score -= rateLimitViolations * 3;
return Math.min(Math.max(score, 0), 100);
}
async evaluateAccessDecision(
agentId: string,
resource: string,
action: string,
context: SecurityContext
): Promise<AccessDecision> {
// Calculate current trust score
const trustScore = await this.calculateTrustScore(agentId, context);
// Get resource sensitivity level
const resourceSensitivity = await this.getResourceSensitivity(resource);
// Calculate required trust level
const requiredTrustLevel = this.calculateRequiredTrustLevel(
resourceSensitivity,
action,
context
);
// Make access decision
const allowed = trustScore.overallScore >= requiredTrustLevel;
// Determine additional controls
const additionalControls = await this.determineAdditionalControls(
trustScore,
resourceSensitivity,
context
);
const decision: AccessDecision = {
allowed,
reason: allowed ? 'Trust level sufficient' : 'Trust level insufficient',
trustScore: trustScore.overallScore,
requiredTrustLevel,
riskLevel: this.calculateRiskLevel(trustScore.overallScore, resourceSensitivity),
conditions: allowed ? additionalControls.conditions : [],
monitoring: additionalControls.monitoring,
riskFactors: this.identifyRiskFactors(trustScore, context)
};
// Log access decision
await this.logAccessDecision(agentId, resource, action, decision);
return decision;
}
}
```
### Policy Engine
```typescript
interface ZeroTrustPolicy {
policyId: string;
name: string;
description: string;
scope: PolicyScope;
conditions: PolicyCondition[];
actions: PolicyAction[];
enabled: boolean;
priority: number;
}
interface PolicyCondition {
type: 'agent' | 'resource' | 'context' | 'trust' | 'time' | 'location';
operator: 'equals' | 'not_equals' | 'greater_than' | 'less_than' | 'contains' | 'matches';
field: string;
value: any;
logicalOperator?: 'AND' | 'OR';
}
class PolicyEngine {
async evaluatePolicies(
agentId: string,
resource: string,
action: string,
context: SecurityContext
): Promise<PolicyEvaluationResult> {
// Get applicable policies
const applicablePolicies = await this.getApplicablePolicies(
agentId,
resource,
action
);
// Sort by priority (higher number = higher priority)
applicablePolicies.sort((a, b) => b.priority - a.priority);
const evaluationResult: PolicyEvaluationResult = {
decision: 'allow', // Default allow
appliedPolicies: [],
denialReasons: [],
requiredConditions: [],
additionalMonitoring: []
};
// Evaluate each policy
for (const policy of applicablePolicies) {
const policyResult = await this.evaluatePolicy(
policy,
agentId,
resource,
action,
context
);
evaluationResult.appliedPolicies.push({
policyId: policy.policyId,
result: policyResult.decision,
conditions: policyResult.matchedConditions
});
// Handle policy decisions
if (policyResult.decision === 'deny') {
evaluationResult.decision = 'deny';
evaluationResult.denialReasons.push(policyResult.reason);
// Continue to collect all denial reasons
} else if (policyResult.decision === 'conditional') {
evaluationResult.requiredConditions.push(...policyResult.conditions);
}
// Collect monitoring requirements
if (policyResult.monitoring) {
evaluationResult.additionalMonitoring.push(...policyResult.monitoring);
}
}
// Final decision (deny takes precedence)
if (evaluationResult.denialReasons.length > 0) {
evaluationResult.decision = 'deny';
} else if (evaluationResult.requiredConditions.length > 0) {
evaluationResult.decision = 'conditional';
}
return evaluationResult;
}
private async evaluatePolicy(
policy: ZeroTrustPolicy,
agentId: string,
resource: string,
action: string,
context: SecurityContext
): Promise<PolicyResult> {
const conditionResults = await Promise.all(
policy.conditions.map(condition =>
this.evaluateCondition(condition, agentId, resource, action, context)
)
);
// Evaluate logical operators
const conditionMet = this.evaluateLogicalExpression(
policy.conditions,
conditionResults
);
if (!conditionMet) {
return {
decision: 'allow', // Condition not met, policy doesn't apply
reason: 'Policy conditions not met',
matchedConditions: []
};
}
// Policy applies, execute actions
const policyResult: PolicyResult = {
decision: 'allow',
reason: 'Policy allows access',
matchedConditions: policy.conditions.filter((_, index) => conditionResults[index]),
conditions: [],
monitoring: []
};
for (const action of policy.actions) {
switch (action.type) {
case 'deny':
policyResult.decision = 'deny';
policyResult.reason = action.reason || 'Access denied by policy';
break;
case 'require_additional_auth':
policyResult.decision = 'conditional';
policyResult.conditions.push('additional_authentication');
break;
case 'require_approval':
policyResult.decision = 'conditional';
policyResult.conditions.push('manual_approval');
break;
case 'enhanced_monitoring':
policyResult.monitoring.push('enhanced_logging', 'real_time_alerts');
break;
case 'quarantine':
policyResult.decision = 'deny';
policyResult.reason = 'Agent quarantined by policy';
await this.quarantineAgent(agentId, action.duration || 3600000);
break;
}
}
return policyResult;
}
}
```
## Rate Limiting & DDoS Protection
### Adaptive Rate Limiting
```typescript
interface RateLimitConfig {
tokensPerSecond: number;
burstCapacity: number;
adaptiveScaling: boolean;
penaltyMultiplier: number;
whitelistEnabled: boolean;
}
class AdaptiveRateLimiter {
private tokenBuckets: Map<string, TokenBucket> = new Map();
private agentMetrics: Map<string, AgentMetrics> = new Map();
private systemLoad: SystemLoadMetrics = new SystemLoadMetrics();
async checkRateLimit(
agentId: string,
messageType: string,
payloadSize: number,
sourceIP?: string
): Promise<RateLimitResult> {
// Get or create token bucket for agent
const bucket = this.getOrCreateTokenBucket(agentId, messageType);
// Calculate tokens required (base + payload size factor)
const baseTokens = this.getBaseTokenCost(messageType);
const sizeTokens = Math.ceil(payloadSize / 1024); // 1 token per KB
const totalTokens = baseTokens + sizeTokens;
// Apply adaptive scaling based on system load
const scaledTokens = await this.applyAdaptiveScaling(
totalTokens,
agentId,
messageType
);
// Check if tokens are available
const tokensAvailable = bucket.consume(scaledTokens);
if (!tokensAvailable) {
// Rate limit exceeded
await this.handleRateLimitExceeded(agentId, messageType, sourceIP);
return {
allowed: false,
reason: 'Rate limit exceeded',
retryAfter: bucket.getRefillTime(scaledTokens),
tokensRemaining: bucket.getTokens(),
quotaResetTime: bucket.getNextResetTime()
};
}
// Update agent metrics
await this.updateAgentMetrics(agentId, messageType, payloadSize);
return {
allowed: true,
tokensRemaining: bucket.getTokens(),
quotaResetTime: bucket.getNextResetTime()
};
}
private async applyAdaptiveScaling(
tokens: number,
agentId: string,
messageType: string
): Promise<number> {
// Get current system load
const systemLoad = await this.systemLoad.getCurrentLoad();
// Get agent trust score
const trustScore = await this.getTrustScore(agentId);
// Calculate scaling factors
let scalingFactor = 1.0;
// System load scaling (increase cost when system is loaded)
if (systemLoad.cpu > 80) scalingFactor *= 2.0;
else if (systemLoad.cpu > 60) scalingFactor *= 1.5;
if (systemLoad.memory > 85) scalingFactor *= 1.8;
else if (systemLoad.memory > 70) scalingFactor *= 1.3;
// Trust-based scaling (trusted agents get better rates)
if (trustScore >= 90) scalingFactor *= 0.5;
else if (trustScore >= 75) scalingFactor *= 0.7;
else if (trustScore < 50) scalingFactor *= 2.0;
// Message type scaling
const messageTypeMultiplier = this.getMessageTypeMultiplier(messageType);
scalingFactor *= messageTypeMultiplier;
// Agent behavior scaling
const agentMetrics = this.agentMetrics.get(agentId);
if (agentMetrics) {
const errorRate = agentMetrics.getErrorRate();
if (errorRate > 0.1) scalingFactor *= (1 + errorRate * 2);
const avgResponseTime = agentMetrics.getAverageResponseTime();
if (avgResponseTime > 5000) scalingFactor *= 1.3;
}
return Math.ceil(tokens * scalingFactor);
}
private async handleRateLimitExceeded(
agentId: string,
messageType: string,
sourceIP?: string
): Promise<void> {
// Update violation counter
await this.incrementViolationCounter(agentId);
// Check for patterns indicating DDoS
const isDDoSPattern = await this.detectDDoSPattern(agentId, sourceIP);
if (isDDoSPattern) {
// Escalate to DDoS protection
await this.triggerDDoSProtection(agentId, sourceIP);
}
// Log rate limit violation
await this.auditLogger.logEvent(
'rate_limit_exceeded',
'rate_limiting',
{
agentId,
agentType: 'agent',
sourceIP: sourceIP || 'unknown'
},
{
resource: messageType,
resourceType: 'message_type',
resourceId: messageType
},
'message_send',
'denied',
{
description: `Rate limit exceeded for message type ${messageType}`,
metadata: {
messageType,
sourceIP,
violationCount: await this.getViolationCount(agentId)
}
}
);
// Update agent trust score
await this.updateTrustScore(agentId, {
type: 'security_incident',
outcome: 'negative',
details: { rate_limit_exceeded: true, messageType }
});
}
private async detectDDoSPattern(
agentId: string,
sourceIP?: string
): Promise<boolean> {
const timeWindow = 60000; // 1 minute
const currentTime = Date.now();
// Check violation frequency for this agent
const agentViolations = await this.getViolationHistory(
agentId,
currentTime - timeWindow,
currentTime
);
if (agentViolations.length > 10) {
return true; // More than 10 violations per minute
}
// Check patterns across source IP (if available)
if (sourceIP) {
const ipViolations = await this.getIPViolationHistory(
sourceIP,
currentTime - timeWindow,
currentTime
);
if (ipViolations.length > 20) {
return true; // More than 20 violations per minute from same IP
}
}
// Check for coordinated attacks (multiple agents from same source)
if (sourceIP) {
const coordinatedAgents = await this.getAgentsFromIP(sourceIP);
if (coordinatedAgents.length > 5) {
const activeViolations = await Promise.all(
coordinatedAgents.map(agent =>
this.getViolationHistory(agent, currentTime - timeWindow, currentTime)
)
);
const totalViolations = activeViolations.reduce(
(sum, violations) => sum + violations.length,
0
);
if (totalViolations > 30) {
return true; // Coordinated attack pattern
}
}
}
return false;
}
private async triggerDDoSProtection(
agentId: string,
sourceIP?: string
): Promise<void> {
// Quarantine agent temporarily
await this.quarantineAgent(agentId, 300000); // 5 minutes
// Block source IP if available
if (sourceIP) {
await this.blockIP(sourceIP, 600000); // 10 minutes
}
// Alert security team
await this.sendSecurityAlert({
type: 'ddos_attack_detected',
severity: 'high',
agentId,
sourceIP,
timestamp: new Date(),
details: {
description: 'DDoS attack pattern detected',
mitigationActions: ['agent_quarantined', sourceIP ? 'ip_blocked' : null].filter(Boolean)
}
});
// Update system-wide rate limits temporarily
await this.enableEmergencyRateLimits();
}
}
```
## Audit & Compliance
### Comprehensive Audit Logging
```typescript
interface AuditEvent {
eventId: string;
timestamp: Date;
eventType: AuditEventType;
category: string;
// Actor information
actor: {
agentId?: string;
agentType?: string;
userId?: string;
sourceIP?: string;
userAgent?: string;
sessionId?: string;
};
// Resource information
resource: {
resource: string;
resourceType: string;
resourceId?: string;
};
// Action details
action: string;
outcome: 'success' | 'failure' | 'denied';
// Additional context
context: {
description: string;
metadata: Record<string, any>;
requestDetails?: {
method: string;
endpoint: string;
parameters: any;
};
responseDetails?: {
statusCode: number;
responseTime: number;
errorMessage?: string;
};
};
// Security context
security: {
trustScore?: number;
riskLevel?: string;
authenticationMethod?: string;
encryptionUsed?: boolean;
policyViolations?: string[];
};
}
class ComprehensiveAuditor {
private auditQueue: AuditEvent[] = [];
private batchProcessor: BatchProcessor;
constructor() {
this.batchProcessor = new BatchProcessor({
batchSize: 100,
flushInterval: 5000,
processor: this.processBatch.bind(this)
});
}
async logEvent(
eventType: AuditEventType,
category: string,
actor: AuditEvent['actor'],
resource: AuditEvent['resource'],
action: string,
outcome: AuditEvent['outcome'],
context: AuditEvent['context'],
security?: AuditEvent['security']
): Promise<void> {
const auditEvent: AuditEvent = {
eventId: crypto.randomUUID(),
timestamp: new Date(),
eventType,
category,
actor,
resource,
action,
outcome,
context,
security: security || {}
};
// Enrich event with additional context
await this.enrichAuditEvent(auditEvent);
// Add to batch processor
this.batchProcessor.add(auditEvent);
// Check for critical events that need immediate processing
if (this.isCriticalEvent(auditEvent)) {
await this.processImmediately(auditEvent);
}
}
private async enrichAuditEvent(event: AuditEvent): Promise<void> {
// Add geolocation if IP available
if (event.actor.sourceIP) {
const location = await this.getGeolocation(event.actor.sourceIP);
event.context.metadata.geolocation = location;
}
// Add agent context if available
if (event.actor.agentId) {
const agentContext = await this.getAgentContext(event.actor.agentId);
event.context.metadata.agentContext = agentContext;
}
// Add risk assessment
event.security.riskLevel = await this.assessRiskLevel(event);
// Add correlation ID for related events
event.context.metadata.correlationId = await this.generateCorrelationId(event);
}
private async processBatch(events: AuditEvent[]): Promise<void> {
try {
// Store in primary audit database
await this.storeAuditEvents(events);
// Send to SIEM system
await this.sendToSIEM(events);
// Update security analytics
await this.updateSecurityAnalytics(events);
// Check for security patterns
await this.analyzeSecurityPatterns(events);
} catch (error) {
// Fallback to local storage
await this.storeToFallback(events);
console.error('Audit processing failed:', error);
}
}
private async analyzeSecurityPatterns(events: AuditEvent[]): Promise<void> {
const securityEvents = events.filter(e =>
e.outcome === 'failure' ||
e.outcome === 'denied' ||
e.security.riskLevel === 'high'
);
if (securityEvents.length === 0) return;
// Pattern 1: Multiple failures from same actor
const failuresByActor = new Map<string, AuditEvent[]>();
securityEvents.forEach(event => {
const actorKey = event.actor.agentId || event.actor.sourceIP || 'unknown';
if (!failuresByActor.has(actorKey)) {
failuresByActor.set(actorKey, []);
}
failuresByActor.get(actorKey)!.push(event);
});
for (const [actor, failures] of failuresByActor) {
if (failures.length >= 5) {
await this.createSecurityAlert({
type: 'repeated_failures',
severity: 'medium',
actor,
eventCount: failures.length,
timeWindow: '5 minutes',
events: failures.map(e => e.eventId)
});
}
}
// Pattern 2: Unusual access patterns
const accessPatterns = await this.detectUnusualAccessPatterns(securityEvents);
for (const pattern of accessPatterns) {
await this.createSecurityAlert({
type: 'unusual_access_pattern',
severity: pattern.severity,
description: pattern.description,
events: pattern.eventIds
});
}
// Pattern 3: Privilege escalation attempts
const escalationAttempts = securityEvents.filter(e =>
e.action.includes('admin') ||
e.resource.resourceType === 'security' ||
e.context.metadata.privilegeEscalation
);
if (escalationAttempts.length > 0) {
await this.createSecurityAlert({
type: 'privilege_escalation_attempt',
severity: 'high',
eventCount: escalationAttempts.length,
events: escalationAttempts.map(e => e.eventId)
});
}
}
async generateComplianceReport(
standard: 'SOX' | 'GDPR' | 'HIPAA' | 'PCI-DSS',
startDate: Date,
endDate: Date
): Promise<ComplianceReport> {
const auditEvents = await this.getAuditEvents(startDate, endDate);
switch (standard) {
case 'SOX':
return this.generateSOXReport(auditEvents, startDate, endDate);
case 'GDPR':
return this.generateGDPRReport(auditEvents, startDate, endDate);
case 'HIPAA':
return this.generateHIPAAReport(auditEvents, startDate, endDate);
case 'PCI-DSS':
return this.generatePCIDSSReport(auditEvents, startDate, endDate);
default:
throw new Error(`Unsupported compliance standard: ${standard}`);
}
}
private async generateSOXReport(
events: AuditEvent[],
startDate: Date,
endDate: Date
): Promise<ComplianceReport> {
const report: ComplianceReport = {
standard: 'SOX',
reportPeriod: { startDate, endDate },
generatedAt: new Date(),
summary: {
totalEvents: events.length,
securityEvents: 0,
complianceViolations: 0,
remediatedIssues: 0
},
sections: []
};
// Section 1: Access Controls (SOX 404)
const accessControlEvents = events.filter(e =>
e.category === 'authentication' ||
e.category === 'authorization' ||
e.eventType === 'access_granted' ||
e.eventType === 'access_denied'
);
report.sections.push({
title: 'Access Controls and Authentication',
requirement: 'SOX Section 404 - Internal Controls',
findings: [
{
description: `Total authentication events: ${accessControlEvents.length}`,
status: 'compliant',
evidence: accessControlEvents.slice(0, 10).map(e => ({
eventId: e.eventId,
timestamp: e.timestamp,
description: e.context.description
}))
}
]
});
// Section 2: Change Management
const changeEvents = events.filter(e =>
e.action.includes('create') ||
e.action.includes('update') ||
e.action.includes('delete') ||
e.eventType === 'configuration_change'
);
report.sections.push({
title: 'Change Management and Segregation of Duties',
requirement: 'SOX Section 302 - Corporate Responsibility',
findings: [
{
description: `Change management events tracked: ${changeEvents.length}`,
status: changeEvents.length > 0 ? 'compliant' : 'non-compliant',
evidence: changeEvents.slice(0, 10).map(e => ({
eventId: e.eventId,
timestamp: e.timestamp,
actor: e.actor.agentId || e.actor.userId,
action: e.action,
resource: e.resource.resource
}))
}
]
});
return report;
}
}
```
This comprehensive A2A Security Framework provides enterprise-grade security for distributed AI agent communication. The framework includes:
1. **Multi-layer security architecture** with zero-trust principles
2. **Certificate-based authentication** with comprehensive validation
3. **End-to-end message encryption** using hybrid cryptography
4. **Adaptive rate limiting** with DDoS protection
5. **Comprehensive audit logging** with compliance reporting
6. **Real-time threat detecti