7.5 High
CVSS3
Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
NONE
Scope
UNCHANGED
Confidentiality Impact
NONE
Integrity Impact
NONE
Availability Impact
HIGH
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
0.001 Low
EPSS
Percentile
35.2%
The implementation of SobolSampleOp is vulnerable to a denial of service via CHECK-failure (assertion failure) caused by assuming input(0)
, input(1)
, and input(2)
to be scalar.
import tensorflow as tf
tf.raw_ops.SobolSample(dim=tf.constant([1,0]), num_results=tf.constant([1]), skip=tf.constant([1]))
We have patched the issue in GitHub commit c65c67f88ad770662e8f191269a907bf2b94b1bf.
The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.
Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.
This vulnerability has been reported by:
CPE | Name | Operator | Version |
---|---|---|---|
tensorflow-gpu | lt | 2.9.1 | |
tensorflow-gpu | lt | 2.8.1 | |
tensorflow-gpu | lt | 2.7.2 | |
tensorflow-cpu | lt | 2.9.1 | |
tensorflow-cpu | lt | 2.8.1 | |
tensorflow-cpu | lt | 2.7.2 | |
tensorflow | lt | 2.9.1 | |
tensorflow | lt | 2.8.1 | |
tensorflow | lt | 2.7.2 |