CVE-2022-41900
published 2022-11-18CVE-2022-41900: TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers…
PriorityP355critical9.8CVSS 3.1
AVNACLPRNUINSUCHIHAH
EPSS
0.58%
43.8th percentile
TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote code execution. We have patched the issue in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48. The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.
Affected
13 ranges
| Vendor | Product | Version range | Fixed in |
|---|---|---|---|
| debian | tensorflow | — | — |
| tensorflow | < 2.8.4 | 2.8.4 | |
| tensorflow | — | — | |
| tensorflow | >= 2.9.0 < 2.9.3 | 2.9.3 | |
| intel | optimization_for_tensorflow | >= 0 < 2.8.4 | 2.8.4 |
| intel | optimization_for_tensorflow | >= 2.10.0 < 2.10.1 | 2.10.1 |
| intel | optimization_for_tensorflow | >= 2.9.0 < 2.9.3 | 2.9.3 |
| msrc | cbl2_tensorflow_2.11.0-1_on_cbl_mariner_2.0 | — | — |
| msrc | cbl_mariner_2.0_arm | — | — |
| msrc | cbl_mariner_2.0_x64 | — | — |
| tensorflow | tensorflow | < 2.8.4 | 2.8.4 |
| tensorflow | tensorflow | — | — |
| tensorflow | tensorflow | — | — |
CVSS provenance
nvdv3.19.8CRITICALCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
vendor_msrc9.8CRITICAL
vendor_debian7.1LOW
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OSV
FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess
osv·2022-11-21
CVE-2022-41900 [HIGH] FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess
FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess
### Impact
An input `pooling_ratio` that is smaller than 1 will trigger a heap OOB in [`tf.raw_ops.FractionalMaxPool`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/fractional_max_pool_op.cc) and [`tf.raw_ops.FractionalAvgPool`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/fractional_avg_pool_op.cc).
### Patches
We have patched the issue in GitHub commit [216525144ee7c910296f5b05d214ca1327c9ce48](https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48).
The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.
### For more information
Please consult [our security guide](https://g
GHSA
FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess
ghsa·2022-11-21
CVE-2022-41900 [HIGH] CWE-125 FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess
FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess
### Impact
An input `pooling_ratio` that is smaller than 1 will trigger a heap OOB in [`tf.raw_ops.FractionalMaxPool`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/fractional_max_pool_op.cc) and [`tf.raw_ops.FractionalAvgPool`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/fractional_avg_pool_op.cc).
### Patches
We have patched the issue in GitHub commit [216525144ee7c910296f5b05d214ca1327c9ce48](https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48).
The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.
### For more information
Please consult [our security guide](https://g
Microsoft
FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow
vendor_msrc·2022-11-08·CVSS 9.8
CVE-2022-41900 [HIGH] CWE-787 FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow
FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow
FAQ: Is Azure Linux the only Microsoft product that includes this open-source library and is therefore potentially affected by this vulnerability?
One of the main benefits to our customers who choose to use the Azure Linux distro is the commitment to keep it up to date with the most recent and most secure versions of the open source libraries with which the distro is composed. Microsoft is committed to transparency in this work which is why we began publishing CSAF/VEX in October 2025. See this blog post for more information. If impact to additional products is identified, we will update the CVE to reflect this.
Mariner: Mariner
GitHub_M: GitHub_M
Customer Action Required: Yes
Remediation: CBL-Mariner Relea
Debian
CVE-2022-41900: tensorflow - TensorFlow is an open source platform for machine learning. The security vulnera...
vendor_debian·2022·CVSS 7.1
CVE-2022-41900 [HIGH] CVE-2022-41900: tensorflow - TensorFlow is an open source platform for machine learning. The security vulnera...
TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote code execution. We have patched the issue in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48. The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.
Scope: local
forky: resolved
sid: resolved
No detection rules found.
No public exploits indexed.
No writeups or analysis indexed.
https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xvwp-h6jv-7472https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xvwp-h6jv-7472
2022-11-18
Published