CVE-2022-29202
MEDIUM5.5EPSS 0.07%Denial of service in TensorFlow due to lack of validation in `tf.ragged.constant`
發布日:2022/5/24修改日:2025/5/20
描述
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, the implementation of `tf.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
受影響套件(4)
- Bitnami/tensorflowfrom 0, < 2.6.4, >= 2.7.0, < 2.7.2, >= 2.8.0, < 2.8.1
- PyPI/tensorflowfrom 0, < 2.6.4
- PyPI/tensorflow-cpufrom 0, < 2.6.4
- PyPI/tensorflow-gpufrom 0, < 2.6.4
CVSS 分數
| 來源 | 版本 | 嚴重程度 | 向量 |
|---|---|---|---|
| osv | CVSS 3.1 | MEDIUM5.5 | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H |
參考連結(10)
- ADVISORYhttps://nvd.nist.gov/vuln/detail/CVE-2022-29202
- PATCHhttps://github.com/tensorflow/tensorflow
- WEBhttps://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239
- WEBhttps://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
- WEBhttps://github.com/tensorflow/tensorflow/issues/55199
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
- WEBhttps://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c