CVSS 3.1
8.1 highCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:HCVE-2022-23592
High (8.1) in google tensorflow. EPSS 0.9% chance of exploitation in the next 30 days. Fixed in tensorflow 2.8.0.
Tensorflow is an Open Source Machine Learning Framework. TensorFlow's type inference can cause a heap out of bounds read as the bounds checking is done in a `DCHECK` (which is a no-op during production). An attacker can control the `input_idx` variable such that `ix` would be larger than the number of values in `node_t.args`. The fix will be included in TensorFlow 2.8.0. This is the only affected version.
Severity
- EPSS
- 0.9% chance of exploitation in the next 30 days; higher than 58% of CVEs (scores of 2026-10-31)
- CWE
- CWE-125
- Published
- Modified
- Record from
- the NVD, synced
Affected
- google:tensorflow
Packages (OSV)
| Advisory | Ecosystem | Package | Affected | Fixed in |
|---|---|---|---|---|
| GHSA-vq36-27g6-p492 | PyPI | tensorflow | >=2.8.0-rc0 <2.8.0 | 2.8.0 |
| GHSA-vq36-27g6-p492 | PyPI | tensorflow-cpu | >=2.8.0-rc0 <2.8.0 | 2.8.0 |
| GHSA-vq36-27g6-p492 | PyPI | tensorflow-gpu | >=2.8.0-rc0 <2.8.0 | 2.8.0 |
| PYSEC-2022-101 | PyPI | tensorflow-cpu | >=2.7.0 <2.8.0 | 2.8.0 |
| PYSEC-2022-156 | PyPI | tensorflow-gpu | >=2.7.0 <2.8.0 | 2.8.0 |
| PYSEC-2026-3249 | PyPI | tensorflow | >=2.8.0-rc0 <2.8.0 | 2.8.0 |
References
- https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L223-L229
- https://github.com/tensorflow/tensorflow/commit/c99d98cd189839dcf51aee94e7437b54b31f8abd
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vq36-27g6-p492
- https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L223-L229
- https://github.com/tensorflow/tensorflow/commit/c99d98cd189839dcf51aee94e7437b54b31f8abd