Vertex AI Security | Shadow Phantom

Risk Scenarios

A Vertex endpoint returned PII due to misconfig. Shadow Phantom detected and locked it down.
A leaked service account key allowed unauthorized model calls. Shadow Phantom rotated the key.

Secured Features

Endpoint configuration validation
Service account key leakage scanning
Feature store drift detection
Dataset access control monitoring
Automated remediation playbooks

Why Shadow Phantom?

Detects 90%+ MITRE ATT&CK techniques in Vertex AI
Reduces 85% alert fatigue with AI triage
Fixes risks in seconds via CLI/API
Cuts exposure from weeks to minutes
Ensures continuous compliance

How It Works

Integration Method: Integrates via Vertex AI REST APIs to continuously audit endpoints, keys and pipelines.

Operation: Real-time alerts, scheduled posture scans and automated remediation via Cloud Functions.

Compliance Mapping

ISO 27001 A.12.4.1 (Event Logging)
NIST SP 800-53 AC-6 (Least Privilege)
GDPR Article 32 (Security of Processing)

Deployment Notes

Agentless: Yes
SSO Supported: Yes
Hosting: SaaS
Connectors: Shadow Phantom → Vertex AI, Cloud Functions, Slack, Jira, SIEM

Learn More

Discover how Shadow Phantom secures Vertex AI against misconfigurations, leaked credentials and other risks, ensuring robust protection and compliance.

Explore Use Cases

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