CVE-2021-37678
TensorFlow is an end-to-end open source platform for machine learning. In affected versions TensorFlow and Keras can be tricked to perform arbitrary code execution when deserializing a Keras model from YAML format. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/python/keras/saving/model_config.py#L66-L104) uses `yaml.unsafe_load` which can perform arbitrary code execution on the input. Given that YAML format support requires a significant amount of work, we have removed it for now. We have patched the issue in GitHub commit 23d6383eb6c14084a8fc3bdf164043b974818012. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.
EPSS 1.02% · 77.6th percentile
Risk Scores
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Bitnami | tensorflow | 2.3.0, 2.5.0, 2.4.0 |
| Bitnami | tensorflow | 2.3.0, 2.5.0, 2.4.0 |
Exploit Intelligence
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
- TP Seguridad Informática UTN FRBA 2021 (github-poc)
…and 2 more exploits
Timeline
- Aug 12, 2021 CVE Published
- Aug 13, 2021 EPSS Score
- Aug 20, 2021 EPSS Score
- Oct 11, 2021 EPSS Score
- Dec 8, 2021 EPSS Score
- Feb 5, 2022 EPSS Score
- Apr 4, 2022 EPSS Score
- Aug 1, 2022 EPSS Score
- Sep 28, 2022 EPSS Score
- Jan 24, 2023 EPSS Score
- Mar 7, 2023 EPSS Score
- May 21, 2023 EPSS Score