CVEvulnerability
CVE-2021-41198
5.5 MEDIUM
Official page ↗
- Status
- Modified
- Published
- 2021-11-05
- Last modified
- 2026-06-17
- Assigner
- [email protected]
- CVSS 3.1 ([email protected])
- 5.5 MEDIUM — CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
- CVSS 3.1 ([email protected])
- 5.5 MEDIUM — CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
- CVSS 2.0 ([email protected])
- 2.1 LOW — AV:L/AC:L/Au:N/C:N/I:N/A:P
- Weaknesses
- CWE-190
Description
TensorFlow is an open source platform for machine learning. In affected versions if `tf.tile` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow. The number of elements in the output tensor is too much for the `int64_t` type and the overflow is detected via a `CHECK` statement. This aborts the process. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
Affected configurations
• google tensorflow (< 2.4.4)
• google tensorflow (>= 2.5.0 < 2.5.2)
• google tensorflow (>= 2.6.0 < 2.6.1)
Related
Weakness · CWE (1)
- CWE-190 Integer Overflow or Wraparound weakness
References
- https://github.com/tensorflow/tensorflow/commit/9294094df6fea79271778eb7e7ae1bad8b5ef98f Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/issues/46911 Exploit, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2p25-55c9-h58q Exploit, Third Party Advisory
- https://github.com/tensorflow/tensorflow/commit/9294094df6fea79271778eb7e7ae1bad8b5ef98f Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/issues/46911 Exploit, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2p25-55c9-h58q Exploit, Third Party Advisory