TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in `tf.raw_ops.Reverse`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/36229ea9e9451dac14a8b1f4711c435a1d84a594/tensorflow/core/kernels/reverse_op.cc#L75-L76) performs a division based on the first dimension of the tensor argument. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/4071d8e2f6c45c1955a811fee757ca2adbe462c1 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fxqh-cfjm-fp93 | Exploit Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
No history.
Information
Published : 2021-05-14 20:15
Updated : 2024-02-28 18:28
NVD link : CVE-2021-29556
Mitre link : CVE-2021-29556
CVE.ORG link : CVE-2021-29556
JSON object : View
Products Affected
- tensorflow
CWE
CWE-369
Divide By Zero