Deserialization of Untrusted Data in sagemaker-python-sdk
Key facts
- Attack vector
- Local
- Privileges required
- None
- User interaction
- Required
- Attack complexity
- Low
- Impact type
- Code execution
- Confidentiality · integrity · availability
- High · High · High
- Fix status
- Fixed
Attack profile from CVSS 3.1 · CNA. Fix status from CNA and GitHub. Impact type from CWE-502.
Summary
sagemaker-python-sdk is a library for training and deploying machine learning models on Amazon SageMaker. The sagemaker.base_deserializers.NumpyDeserializer module before v2.218.0 allows potentially unsafe deserialization when untrusted data is passed as pickled object arrays. This consequently may allow an unprivileged third party to cause remote code execution, denial of service, affecting both confidentiality and integrity. Users are advised to upgrade to version 2.218.0. Users unable to upgrade should not pass pickled numpy object arrays which originated from an untrusted source, or that could have been tampered with. Only pass pickled numpy object arrays from trusted sources.
Why it matters now
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- None
- Automatable
- No
- Technical impact
- Total
The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.
Affected products
| Vendor | Product | Affected versions | Fixed in | Status | Source |
|---|---|---|---|---|---|
| AWS | sagemaker-python-sdk | before 2.218.0 | 2.218.0 | Patch available | CNA |
| — | sagemaker (PyPI) | before 2.218.0 | 2.218.0 | Patch available | GHSA-wjvx-jhpj-r54r |
- sagemaker-python-sdk VendorAWS Affected before 2.218.0 Fixed in 2.218.0 Patch available CNA
- sagemaker (PyPI) Vendor— Affected before 2.218.0 Fixed in 2.218.0 Patch available GHSA-wjvx-jhpj-r54r
CPE names CISA-ADP · 1
| CPE | Versions | Role | Vendor |
|---|---|---|---|
| cpe:2.3:a:aws:sagemaker-python-sdk:-:*:*:*:*:*:*:* | not specified by CISA-ADP | — | — |
- cpe:2.3:a:aws:sagemaker-python-sdk:-:*:*:*:*:*:*:* Versions not specified by CISA-ADP — ·—
Remediation
- Fix · CNA sagemaker-python-sdk (aws) Fixed in 2.218.0
- Fix · GHSA-wjvx-jhpj-r54r sagemaker (PyPI) Fixed in 2.218.0 Advisory →
Timeline
- 2026-10-02 Threatist record created from CVE-2024-34072
- 2026-10-03 Alias added: GHSA-wjvx-jhpj-r54r
References
More AWS vulnerabilities
- TI-2026-23989 crypto: algif_aead - Revert to operating out-of-place KEVCVSS 3.1HIGH 7.8
- TI-2023-23979 The HTTP/2 protocol allows a denial of service (server resource consumption) because… KEVCVSS 3.1HIGH 7.5
- TI-2024-18648 Amazon AWS Amplify CLI before 12.10.1 incorrectly configures the role trust policy of IAM… CVSS 3.1CRITICAL 9.8
- TI-2024-05929 Openssh: regresshion - race condition in ssh allows rce/dos CVSS 3.1HIGH 8.1
- TI-2025-03847 Input validation issue in AWS Amplify Studio UI component properties CVSS 4.0CRITICAL 9.0
- TI-2026-11603 HTTP/2 Stream Parser Confusion Body-Inspection Bypass in Amazon CloudFront with AWS WAF CVSS 4.0HIGH 7.9
Sources
- CVE-2024-34072 · CVE Program
- CVE-2024-34072 · NVD
- FIRST EPSS
- GHSA-wjvx-jhpj-r54r · GitHub Advisory Database · CC BY 4.0
This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences