CVE-2021-41206
TensorFlow is an open source platform for machine learning. In affected versions several TensorFlow operations are missing validation for the shapes of the tensor arguments involved in the call. Depending on the API, this can result in undefined behavior and segfault or `CHECK`-fail related crashes but in some scenarios writes and reads from heap populated arrays are also possible. We have discovered these issues internally via tooling while working on improving/testing GPU op determinism. As such, we don't have reproducers and there will be multiple fixes for these issues. These fixes will be included in TensorFlow 2.7.0. We will also cherrypick these commits on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
EPSS 0.01% · 1.2th percentile
Risk Scores
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Bitnami | tensorflow | 2.5.0, 2.6.0, 2.4.0 |
| Bitnami | tensorflow | 2.4.0, 2.5.0, 2.6.0 |
Exploit Intelligence
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pgcq-h79j-2f69 (circl)
- https://github.com/tensorflow/tensorflow/commit/4d74d8a00b07441cba090a02e0dd9ed385145bf4 (circl)
- https://github.com/tensorflow/tensorflow/commit/4dddb2fd0b01cdd196101afbba6518658a2c9e07 (circl)
- https://github.com/tensorflow/tensorflow/commit/579261dcd446385831fe4f7457d802a59685121d (circl)
- https://github.com/tensorflow/tensorflow/commit/68422b215e618df5ad375bcdc6d2052e9fd3080a (circl)
- https://github.com/tensorflow/tensorflow/commit/da4aad5946be30e5f049920fa076e1f7ef021261 (circl)
- https://github.com/tensorflow/tensorflow/commit/e7f497570abb6b4ae5af4970620cd880e4c0c904 (circl)
Timeline
- Nov 5, 2021 CVE Published
- Nov 6, 2021 EPSS Score
- Nov 10, 2021 EPSS Score
- Jan 1, 2022 EPSS Score
- Jan 6, 2022 EPSS Score
- Apr 1, 2022 EPSS Score
- Apr 22, 2022 EPSS Score
- Jun 17, 2022 EPSS Score
- Aug 12, 2022 EPSS Score
- Oct 7, 2022 EPSS Score
- Dec 2, 2022 EPSS Score
- Jan 27, 2023 EPSS Score
References
- https://github.com/tensorflow/tensorflow/commit/4d74d8a00b07441cba090a02e0dd9ed385145bf4 url
- https://github.com/tensorflow/tensorflow/commit/4dddb2fd0b01cdd196101afbba6518658a2c9e07 url
- https://github.com/tensorflow/tensorflow/commit/579261dcd446385831fe4f7457d802a59685121d url
- https://github.com/tensorflow/tensorflow/commit/68422b215e618df5ad375bcdc6d2052e9fd3080a url
- https://github.com/tensorflow/tensorflow/commit/da4aad5946be30e5f049920fa076e1f7ef021261 url
- https://github.com/tensorflow/tensorflow/commit/e7f497570abb6b4ae5af4970620cd880e4c0c904 url
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pgcq-h79j-2f69 url
- https://nvd.nist.gov/vuln/detail/CVE-2021-41206 url