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6 vulnerabilities found for sagemaker-python-sdk by AWS
CVE-2026-83551 (GCVE-0-2026-83551)
Vulnerability from nvd – Published: 2026-09-01 18:11 – Updated: 2026-09-01 19:13
VLAI
EPSS
VEX
Title
Cleartext storage of HMAC signing key in Amazon SageMaker Python SDK @step/@remote pipeline path
Summary
Cleartext storage of sensitive information in the @step and @remote decorator pipeline component in Amazon SageMaker Python SDK before v3.11.0 and v2.256.0 might allow an authenticated remote user to extract the HMAC signing key from SageMaker DescribePipeline API responses and forge valid integrity signatures for specially crafted function payloads, achieving code execution in another user's pipeline execution context within the same AWS account.
Severity
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2026-09-01 19:13 UTC
CWE
- CWE-312 - Cleartext storage of sensitive information
Assigner
References
4 references
| URL | Tags |
|---|---|
| https://github.com/aws/sagemaker-python-sdk/relea… | patchrelease-notes |
| https://github.com/aws/sagemaker-python-sdk/relea… | patchrelease-notes |
| https://aws.amazon.com/security/security-bulletin… | vendor-advisory |
| https://github.com/aws/sagemaker-python-sdk/secur… | release-notes |
Impacted products
1 product
| Vendor | Product | Version | |
|---|---|---|---|
| AWS | sagemaker-python-sdk |
Affected:
0 , < 3.11.0
(custom)
Affected: 0 , < 2.256.0 (custom) cpe:2.3:a:aws:sagemaker-python-sdk:*:*:*:*:*:*:*:* cpe:2.3:a:aws:sagemaker-python-sdk:*:*:*:*:*:*:*:* |
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CVE-2024-34073 (GCVE-0-2024-34073)
Vulnerability from nvd – Published: 2024-05-03 10:11 – Updated: 2024-08-02 02:42
VLAI
EPSS
VEX
Title
Command Injection in sagemaker-python-sdk
Summary
sagemaker-python-sdk is a library for training and deploying machine learning models on Amazon SageMaker. In affected versions the capture_dependencies function in `sagemaker.serve.save_retrive.version_1_0_0.save.utils` module allows for potentially unsafe Operating System (OS) Command Injection if inappropriate command is passed as the “requirements_path” parameter. This consequently may allow an unprivileged third party to cause remote code execution, denial of service, affecting both confidentiality and integrity. This issue has been addressed in version 2.214.3. Users are advised to upgrade. Users unable to upgrade should not override the “requirements_path” parameter of capture_dependencies function in `sagemaker.serve.save_retrive.version_1_0_0.save.utils`, and instead use the default value.
Severity
7.8 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2024-05-03 14:52 UTC
CWE
- CWE-78 - Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')
Assigner
References
3 references
| URL | Tags |
|---|---|
| https://github.com/aws/sagemaker-python-sdk/secur… | x_refsource_CONFIRM |
| https://github.com/aws/sagemaker-python-sdk/pull/4556 | x_refsource_MISC |
| https://github.com/aws/sagemaker-python-sdk/commi… | x_refsource_MISC |
Impacted products
2 products
| Vendor | Product | Version | |
|---|---|---|---|
| aws | sagemaker-python-sdk |
Affected:
< 2.214.3
|
|
| aws | sagemaker-python-sdk |
Affected:
0 , < 2.214.3
(custom)
cpe:2.3:a:aws:sagemaker-python-sdk:-:*:*:*:*:*:*:* |
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CVE-2024-34072 (GCVE-0-2024-34072)
Vulnerability from nvd – Published: 2024-05-03 10:13 – Updated: 2024-08-02 02:42
VLAI
EPSS
VEX
Title
Deserialization of Untrusted Data in sagemaker-python-sdk
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.
Severity
7.8 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2024-05-03 17:28 UTC
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
2 references
| URL | Tags |
|---|---|
| https://github.com/aws/sagemaker-python-sdk/secur… | x_refsource_CONFIRM |
| https://github.com/aws/sagemaker-python-sdk/pull/4557 | x_refsource_MISC |
Impacted products
2 products
| Vendor | Product | Version | |
|---|---|---|---|
| aws | sagemaker-python-sdk |
Affected:
< 2.218.0
|
|
| aws | sagemaker-python-sdk |
Affected:
- , < 2.218.0
(custom)
cpe:2.3:a:aws:sagemaker-python-sdk:-:*:*:*:*:*:*:* |
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CVE-2026-83551 (GCVE-0-2026-83551)
Vulnerability from cvelistv5 – Published: 2026-09-01 18:11 – Updated: 2026-09-01 19:13
VLAI
EPSS
VEX
Title
Cleartext storage of HMAC signing key in Amazon SageMaker Python SDK @step/@remote pipeline path
Summary
Cleartext storage of sensitive information in the @step and @remote decorator pipeline component in Amazon SageMaker Python SDK before v3.11.0 and v2.256.0 might allow an authenticated remote user to extract the HMAC signing key from SageMaker DescribePipeline API responses and forge valid integrity signatures for specially crafted function payloads, achieving code execution in another user's pipeline execution context within the same AWS account.
Severity
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2026-09-01 19:13 UTC
CWE
- CWE-312 - Cleartext storage of sensitive information
Assigner
References
4 references
| URL | Tags |
|---|---|
| https://github.com/aws/sagemaker-python-sdk/relea… | patchrelease-notes |
| https://github.com/aws/sagemaker-python-sdk/relea… | patchrelease-notes |
| https://aws.amazon.com/security/security-bulletin… | vendor-advisory |
| https://github.com/aws/sagemaker-python-sdk/secur… | release-notes |
Impacted products
1 product
| Vendor | Product | Version | |
|---|---|---|---|
| AWS | sagemaker-python-sdk |
Affected:
0 , < 3.11.0
(custom)
Affected: 0 , < 2.256.0 (custom) cpe:2.3:a:aws:sagemaker-python-sdk:*:*:*:*:*:*:*:* cpe:2.3:a:aws:sagemaker-python-sdk:*:*:*:*:*:*:*:* |
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CVE-2024-34072 (GCVE-0-2024-34072)
Vulnerability from cvelistv5 – Published: 2024-05-03 10:13 – Updated: 2024-08-02 02:42
VLAI
EPSS
VEX
Title
Deserialization of Untrusted Data in sagemaker-python-sdk
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.
Severity
7.8 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2024-05-03 17:28 UTC
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
2 references
| URL | Tags |
|---|---|
| https://github.com/aws/sagemaker-python-sdk/secur… | x_refsource_CONFIRM |
| https://github.com/aws/sagemaker-python-sdk/pull/4557 | x_refsource_MISC |
Impacted products
2 products
| Vendor | Product | Version | |
|---|---|---|---|
| aws | sagemaker-python-sdk |
Affected:
< 2.218.0
|
|
| aws | sagemaker-python-sdk |
Affected:
- , < 2.218.0
(custom)
cpe:2.3:a:aws:sagemaker-python-sdk:-:*:*:*:*:*:*:* |
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CVE-2024-34073 (GCVE-0-2024-34073)
Vulnerability from cvelistv5 – Published: 2024-05-03 10:11 – Updated: 2024-08-02 02:42
VLAI
EPSS
VEX
Title
Command Injection in sagemaker-python-sdk
Summary
sagemaker-python-sdk is a library for training and deploying machine learning models on Amazon SageMaker. In affected versions the capture_dependencies function in `sagemaker.serve.save_retrive.version_1_0_0.save.utils` module allows for potentially unsafe Operating System (OS) Command Injection if inappropriate command is passed as the “requirements_path” parameter. This consequently may allow an unprivileged third party to cause remote code execution, denial of service, affecting both confidentiality and integrity. This issue has been addressed in version 2.214.3. Users are advised to upgrade. Users unable to upgrade should not override the “requirements_path” parameter of capture_dependencies function in `sagemaker.serve.save_retrive.version_1_0_0.save.utils`, and instead use the default value.
Severity
7.8 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2024-05-03 14:52 UTC
CWE
- CWE-78 - Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')
Assigner
References
3 references
| URL | Tags |
|---|---|
| https://github.com/aws/sagemaker-python-sdk/secur… | x_refsource_CONFIRM |
| https://github.com/aws/sagemaker-python-sdk/pull/4556 | x_refsource_MISC |
| https://github.com/aws/sagemaker-python-sdk/commi… | x_refsource_MISC |
Impacted products
2 products
| Vendor | Product | Version | |
|---|---|---|---|
| aws | sagemaker-python-sdk |
Affected:
< 2.214.3
|
|
| aws | sagemaker-python-sdk |
Affected:
0 , < 2.214.3
(custom)
cpe:2.3:a:aws:sagemaker-python-sdk:-:*:*:*:*:*:*:* |
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