GitHub Advisoryadvisory · PyPI
GHSA-vq36-27g6-p492 Out of bounds read in Tensorflow
HIGH
Official page ↗
- Aliases
- CVE-2022-23592
- Ecosystem
- PyPI
- Packages
- tensorflow, tensorflow-cpu, tensorflow-gpu
- Severity
- High
- CVSS vector
- CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
- Weaknesses
- CWE-125
- Reviewed
- 2022-02-04
Affected packages
• PyPI tensorflow: >= 2.8.0-rc0, < 2.8.0 → fixed in 2.8.0
• PyPI tensorflow-cpu: >= 2.8.0-rc0, < 2.8.0 → fixed in 2.8.0
• PyPI tensorflow-gpu: >= 2.8.0-rc0, < 2.8.0 → fixed in 2.8.0
Description
Impact
TensorFlow's type inference can cause a heap OOB read as the bounds checking is done in a `DCHECK` (which is a no-op during production):
```cc
if (node_t.type_id() != TFT_UNSET) {
int ix = input_idx[i];
DCHECK(ix < node_t.args_size())
<< "input " << i << " should have an output " << ix
<< " but instead only has " << node_t.args_size()
<< " outputs: " << node_t.DebugString();
input_types.emplace_back(node_t.args(ix));
// ...
}
```
An attacker can control `input_idx` such that `ix` would be larger than the number of values in `node_t.args`.
Patches
We have patched the issue in GitHub commit c99d98cd189839dcf51aee94e7437b54b31f8abd.
The fix will be included in TensorFlow 2.8.0. This is the only affected version.
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-2022-23592 Tensorflow is an Open Source Machine Learning Framework. vulnerability
Weakness · CWE (1)
- CWE-125 Out-of-bounds Read weakness
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vq36-27g6-p492 web
- https://nvd.nist.gov/vuln/detail/CVE-2022-23592 advisory
- https://github.com/tensorflow/tensorflow/commit/c99d98cd189839dcf51aee94e7437b54b31f8abd web
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-101.yaml web
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-156.yaml web
- https://github.com/tensorflow/tensorflow web
- https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L223-L229 web