VDB
CVE-2022-23575
CVE-2022-23575
PUBLISHED
CVSS 6.5 MEDIUM
Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
EPSS 0.79% · 55.5th percentile
Risk Scores
CVSS 3.1
6.5
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
EPSS Score
0.79%
55.5th percentile
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Bitnami | tensorflow | 0, 2.6.0, 2.7.0 |
| Bitnami | tensorflow | 0, 2.6.0, 2.7.0 |
Timeline
- Feb 4, 2022 CVE Published
- Feb 8, 2022 EPSS Score
- Apr 2, 2022 EPSS Score
- May 26, 2022 EPSS Score
- Jul 19, 2022 EPSS Score
- Sep 10, 2022 EPSS Score
- Nov 2, 2022 EPSS Score
- Dec 26, 2022 EPSS Score
- Feb 17, 2023 EPSS Score
- Apr 11, 2023 EPSS Score
- Jun 3, 2023 EPSS Score
- Jul 27, 2023 EPSS Score
References
- https://github.com/tensorflow/tensorflow/commit/fcd18ce3101f245b083b30655c27b239dc72221e fix
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1552-L1558 url
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c94w-c95p-phf8 url
- https://nvd.nist.gov/vuln/detail/CVE-2022-23575 url