GitHub Advisoryadvisory · PyPI
GHSA-pqrv-8r2f-7278 Crash due to erroneous `StatusOr` in TensorFlow
MEDIUM
Official page ↗
- Aliases
- CVE-2022-23590
- Ecosystem
- PyPI
- Packages
- tensorflow, tensorflow-cpu, tensorflow-gpu
- Severity
- Moderate
- CVSS vector
- CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
- Weaknesses
- CWE-754
- Reviewed
- 2022-02-04
Affected packages
• PyPI tensorflow: < 2.7.1 → fixed in 2.7.1
• PyPI tensorflow-cpu: < 2.7.1 → fixed in 2.7.1
• PyPI tensorflow-gpu: < 2.7.1 → fixed in 2.7.1
Description
Impact
A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it:
```cc
if (op_reg_data->type_ctor != nullptr) {
VLOG(3) op_def);
const FullTypeDef ctor_typedef = ctor_type.ValueOrDie();
if (ctor_typedef.type_id() != TFT_UNSET) {
*(node_def.mutable_experimental_type()) = ctor_typedef;
}
}
```
If `ctor_type` is an error status, `ValueOrDie` results in a crash.
Patches
We have patched the issue in GitHub commit 955059813cc325dc1db5e2daa6221271406d4439.
We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.
For more information
Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.
Related
Alias · CVE (1)
- CVE-2022-23590 Tensorflow is an Open Source Machine Learning Framework. vulnerability
Weakness · CWE (1)
- CWE-754 Improper Check for Unusual or Exceptional Conditions weakness
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278 web
- https://nvd.nist.gov/vuln/detail/CVE-2022-23590 advisory
- https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439 web
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-99.yaml web
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-154.yaml web
- https://github.com/tensorflow/tensorflow web
- https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567 web