CVE-2022-29205
Summary
| CVE | CVE-2022-29205 |
|---|---|
| State | PUBLIC |
| Assigner | [email protected] |
| Source Priority | CVE Program / NVD first with legacy fallback |
| Published | 2022-05-20 23:15:00 UTC |
| Updated | 2022-06-02 19:31:00 UTC |
| Description | TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, there is a potential for segfault / denial of service in TensorFlow by calling `tf.compat.v1.*` ops which don't yet have support for quantized types, which was added after migration to TensorFlow 2.x. In these scenarios, since the kernel is missing, a `nullptr` value is passed to `ParseDimensionValue` for the `py_value` argument. Then, this is dereferenced, resulting in segfault. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue. |
Risk And Classification
Problem Types: CWE-476 | CWE-908
NVD Known Affected Configurations (CPE 2.3)
| Type | Vendor | Product | Version | Update | Edition | Language |
|---|---|---|---|---|---|---|
| Application | Tensorflow | All | All | All | All | |
| Application | Tensorflow | 2.7.0 | rc0 | All | All | |
| Application | Tensorflow | 2.7.0 | rc1 | All | All | |
| Application | Tensorflow | 2.8.0 | - | All | All | |
| Application | Tensorflow | 2.8.0 | rc0 | All | All | |
| Application | Tensorflow | 2.8.0 | rc1 | All | All | |
| Application | Tensorflow | 2.9.0 | rc0 | All | All | |
| Application | Tensorflow | 2.9.0 | rc1 | All | All |
References
| Reference | Source | Link | Tags |
|---|---|---|---|
| Release TensorFlow 2.8.1 · tensorflow/tensorflow · GitHub | MISC | github.com | |
| Fix tf.compat.v1.placeholder_with_default vulnerability with quantize… · tensorflow/tensorflow@237822b · GitHub | MISC | github.com | |
| Segfault due to missing support for quantized types · Advisory · tensorflow/tensorflow · GitHub | CONFIRM | github.com | |
| Release TensorFlow 2.9.0 · tensorflow/tensorflow · GitHub | MISC | github.com | |
| Release TensorFlow 2.7.2 · tensorflow/tensorflow · GitHub | MISC | github.com | |
| Release TensorFlow 2.6.4 · tensorflow/tensorflow · GitHub | MISC | github.com | |
| tensorflow/pywrap_tfe_src.cc at f3b9bf4c3c0597563b289c0512e98d4ce81f886e · tensorflow/tensorflow · GitHub | MISC | github.com | |
| tensorflow/pywrap_tfe_src.cc at f3b9bf4c3c0597563b289c0512e98d4ce81f886e · tensorflow/tensorflow · GitHub | MISC | github.com | |
| CVE Program record | CVE.ORG | www.cve.org | canonical |
| NVD vulnerability detail | NVD | nvd.nist.gov | canonical, analysis |
No vendor comments have been submitted for this CVE.
There are currently no legacy QID mappings associated with this CVE.