Critical Threat

Cross-Cloud Data Exfiltration

Understanding cross-cloud data exfiltration attacks targeting AI systems across multiple cloud providers. Learn about attack patterns and defense strategies.

Cloud SecurityMonitoring Tools

Attack Scenarios

Multi-Cloud Pivoting

Attackers compromise one cloud to access AI systems in another

Data Transfer Abuse

Exploit legitimate data transfer mechanisms for exfiltration

API Key Compromise

Stolen credentials used to access AI models across clouds

Misconfiguration Exploitation

Leverage security gaps in multi-cloud configurations

Defense Strategies

Protection Measures
  • Implement unified security monitoring across all clouds
  • Use encryption for data in transit between clouds
  • Deploy data loss prevention (DLP) tools
  • Establish network segmentation and access controls
  • Monitor API usage and data transfer patterns
  • Conduct regular security audits of cloud configurations