CVEvulnerability
CVE-2022-41898
7.5 HIGH
Official page ↗
- Status
- Modified
- Published
- 2022-11-18
- Last modified
- 2026-06-17
- Assigner
- [email protected]
- CVSS 3.1 ([email protected])
- 4.8 MEDIUM — CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
- CVSS 3.1 ([email protected])
- 7.5 HIGH — CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- Weaknesses
- CWE-20
Description
TensorFlow is an open source platform for machine learning. If `SparseFillEmptyRowsGrad` is given empty inputs, TensorFlow will crash. We have patched the issue in GitHub commit af4a6a3c8b95022c351edae94560acc61253a1b8. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Affected configurations
• google tensorflow (< 2.8.4)
• google tensorflow (>= 2.9.0 < 2.9.3)
• google tensorflow (>= 2.10.0 < 2.10.1)
Related
Weakness · CWE (1)
- CWE-20 Improper Input Validation weakness
References
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sparse_fill_empty_rows_op_gpu.cu.cc Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/af4a6a3c8b95022c351edae94560acc61253a1b8 Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hq7g-wwwp-q46h Exploit, Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sparse_fill_empty_rows_op_gpu.cu.cc Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/af4a6a3c8b95022c351edae94560acc61253a1b8 Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hq7g-wwwp-q46h Exploit, Patch, Third Party Advisory