CVE-2022-23591
Tensorflow is an Open Source Machine Learning Framework. The `GraphDef` format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a `GraphDef` containing a fragment such as the following can be consumed when loading a `SavedModel`. This would result in a stack overflow during execution as resolving each `NodeDef` means resolving the function itself and its nodes. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
- Affected products
- Tensorflow
- Google Tensorflow
- ≤ 2.5.2, 2.6.2, 2.7.0
- Fix
- Available
- CVSS 3.1
- 7.5 HIGH
- EPSS
- 0.8% (53th percentile)
- Weakness
- CWE-674, CWE-400
- NVD status
- Modified
- Published
- 2022-02-04
No indexed exploits for CVE-2022-23591 yet
Our index is partial: it proves presence, never absence
No exploit for CVE-2022-23591 has been indexed yet. Our index is built from live traffic and upstream syncs, so this page can only say what it knows — not that no exploit exists.