SageMaker model runs without network isolation

Severity
Low
Service
SageMaker
Check ID
SAGEMAKER_MODEL_NO_NETWORK_ISOLATION

What this check finds

A SageMaker model has EnableNetworkIsolation off, so its containers can make outbound calls. A malicious or compromised model artifact can send data out.

Passing looks like: SageMaker models run with network isolation.

How to fix it

Recreate the model with --enable-network-isolation when its containers need no network.

Compliance controls it is evidence for

A failing result counts against these controls in KloudLytics; a passing one is evidence towards them. How compliance mapping works

Compliance controls mapped to SageMaker model runs without network isolation
FrameworkControls
PCI-DSS v4.0.1
  • 1.3 Network access to and from the cardholder data environment is restricted
  • 2.2 System components are configured and managed securely
HIPAA Security Rule
  • 164.308(a)(5) Security Awareness — Protection from Malicious Software
  • 164.312(e)(1) Implement technical security measures to guard against unauthorized access to ePHI in transit
SOC 2 — Trust Services Criteria
  • CC6.4 Network Security Controls
  • CC7.1 Threat and Vulnerability Detection
NIST SP 800-53 Rev5 (Moderate)
  • CM-7 Least Functionality
  • SC-7 Boundary Protection
NIST Cybersecurity Framework 2.0
  • PR.IR-01 Networks and environments are protected from unauthorized logical access and usage
  • PR.PS-01 Configuration management practices are applied
ISO/IEC 27001:2022 Annex A
  • A.8.19 Installation of software on operational systems
  • A.8.20 Networks security

AI risk mappings

AI risk taxonomies mapped to SageMaker model runs without network isolation
FrameworkControls
MITRE ATLAS (Adversarial Threat Landscape for AI Systems)
  • AML.T0010 AI Supply Chain Compromise
  • AML.T0025 Exfiltration via Cyber Means

Checked on every scan

KloudLytics runs this check each time it scans a connected AWS account, through a read-only role, and lists every affected resource with its region. On Pro and Business a fix is written for the specific resource rather than the general case above. The exact access it needs

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