Implementing Privacy-Compliant Integration Architecture
Implementing Privacy-Compliant Integration Architecture
Building privacy-compliant integrations starts with architectural decisions that minimize data exposure. Rather than sharing raw user data, consider whether aggregated, anonymized, or pseudonymized data would suffice. Implement data minimization at the integration layer, sharing only necessary fields for specific functionality. Design integrations that keep sensitive data within your control while still enabling third-party features.
// Privacy-focused third-party integration manager
class PrivacyCompliantIntegrationManager {
constructor() {
this.integrations = new Map();
this.dataFilters = new Map();
this.consentManager = new ConsentManager();
this.auditLogger = new AuditLogger();
}
// Register third-party integration with privacy controls
registerIntegration(config) {
const integration = {
id: config.id,
name: config.name,
purpose: config.purpose,
dataCategories: config.dataCategories,
legalBasis: config.legalBasis,
dataRetention: config.dataRetention,
privacyControls: {
minimization: config.minimization || 'strict',
anonymization: config.anonymization || false,
encryption: config.encryption || 'required',
audit: config.audit || 'comprehensive'
},
contractualTerms: config.contractualTerms
};
// Create data filter for this integration
const filter = this.createDataFilter(integration);
this.dataFilters.set(config.id, filter);
// Register integration
this.integrations.set(config.id, integration);
// Set up monitoring
this.setupIntegrationMonitoring(integration);
return integration;
}
// Create data filter based on privacy requirements
createDataFilter(integration) {
return {
// Define allowed fields for this integration
allowedFields: this.determineAllowedFields(integration),
// Transform functions for minimization
transformers: {
email: (value) => {
if (integration.privacyControls.anonymization) {
return this.hashEmail(value);
}
return value;
},
ipAddress: (value) => {
if (integration.purpose === 'analytics') {
return this.anonymizeIP(value);
}
return value;
},
userId: (value) => {
if (integration.privacyControls.anonymization) {
return this.generatePseudonym(value);
}
return value;
},
location: (value) => {
if (integration.privacyControls.minimization === 'strict') {
return { country: value.country }; // Remove detailed location
}
return value;
}
},
// Validation functions
validators: {
consent: () => this.validateConsent(integration),
purpose: (purpose) => integration.purpose.includes(purpose),
retention: () => this.checkRetentionCompliance(integration)
}
};
}
// Send data to third party with privacy controls
async sendToThirdParty(integrationId, data, purpose) {
const integration = this.integrations.get(integrationId);
if (!integration) {
throw new Error(`Unknown integration: ${integrationId}`);
}
try {
// Check consent
const hasConsent = await this.checkConsent(integration, data.userId);
if (!hasConsent && integration.legalBasis === 'consent') {
throw new Error('User consent required for this integration');
}
// Filter and transform data
const filter = this.dataFilters.get(integrationId);
const filteredData = this.applyDataFilter(data, filter);
// Add privacy metadata
const enrichedData = {
...filteredData,
_privacy: {
purpose,
timestamp: new Date().toISOString(),
dataSubjectId: this.generateDataSubjectId(data.userId),
consentId: hasConsent ? hasConsent.consentId : null
}
};
// Encrypt if required
const payload = integration.privacyControls.encryption === 'required'
? await this.encryptPayload(enrichedData, integration)
: enrichedData;
// Send data
const response = await this.transmitData(integration, payload);
// Log transmission
await this.logDataTransmission({
integrationId,
purpose,
dataCategories: this.identifyDataCategories(filteredData),
timestamp: new Date().toISOString(),
success: true,
responseId: response.id
});
return response;
} catch (error) {
await this.handleTransmissionError(integration, error);
throw error;
}
}
// Apply data filtering and transformation
applyDataFilter(data, filter) {
const filtered = {};
for (const [key, value] of Object.entries(data)) {
// Check if field is allowed
if (!filter.allowedFields.includes(key)) {
continue;
}
// Apply transformation if exists
if (filter.transformers[key]) {
filtered[key] = filter.transformers[key](value);
} else {
filtered[key] = value;
}
}
return filtered;
}
// Set up real-time monitoring for integration
setupIntegrationMonitoring(integration) {
// Monitor data volume
this.monitorDataVolume(integration.id);
// Monitor for unexpected data categories
this.monitorDataCategories(integration.id);
// Monitor third-party compliance
this.monitorThirdPartyCompliance(integration);
// Set up alerts
this.setupComplianceAlerts(integration);
}
// Monitor data volume to detect anomalies
monitorDataVolume(integrationId) {
const monitor = new DataVolumeMonitor({
integrationId,
thresholds: {
hourly: 10000,
daily: 200000,
unusual_spike: 5 // 5x normal volume
},
actions: {
threshold_exceeded: async (metric) => {
await this.pauseIntegration(integrationId);
await this.alertPrivacyTeam({
type: 'volume_anomaly',
integration: integrationId,
metric
});
}
}
});
monitor.start();
}
}
// Privacy-aware API gateway for third parties
class PrivacyAwareAPIGateway {
constructor() {
this.rateLimiter = new RateLimiter();
this.privacyProxy = new PrivacyProxy();
this.responseFilter = new ResponseFilter();
}
// Create privacy-preserving API endpoint
createEndpoint(config) {
return async (req, res) => {
try {
// Validate request
const validation = await this.validateRequest(req, config);
if (!validation.valid) {
return res.status(400).json({ error: validation.error });
}
// Check rate limits
const rateLimitOk = await this.rateLimiter.check(req, config);
if (!rateLimitOk) {
return res.status(429).json({ error: 'Rate limit exceeded' });
}
// Apply privacy transformations
const transformedRequest = await this.privacyProxy.transform(req, config);
// Forward to third party
const response = await this.forwardRequest(transformedRequest, config);
// Filter response
const filteredResponse = await this.responseFilter.filter(response, config);
// Log for audit
await this.logAPICall({
endpoint: config.endpoint,
method: req.method,
dataShared: this.summarizeDataShared(transformedRequest),
timestamp: new Date().toISOString()
});
res.json(filteredResponse);
} catch (error) {
this.handleAPIError(error, res);
}
};
}
// Privacy proxy for request transformation
async transformRequest(req, config) {
const transformed = { ...req };
// Remove or transform sensitive fields
if (config.removeSensitiveFields) {
config.sensitiveFields.forEach(field => {
delete transformed.body[field];
});
}
// Apply field-level encryption
if (config.encryptFields) {
for (const field of config.encryptFields) {
if (transformed.body[field]) {
transformed.body[field] = await this.encryptField(
transformed.body[field],
config.encryptionKey
);
}
}
}
// Add privacy headers
transformed.headers = {
...transformed.headers,
'X-Privacy-Mode': config.privacyMode || 'strict',
'X-Data-Categories': this.identifyDataCategories(transformed.body).join(','),
'X-Purpose': config.purpose
};
return transformed;
}
}