Tensorflow is an Open Source Machine Learning Framework. The implementation of `*Bincount` operations allows malicious users to cause denial of service by passing in arguments which would trigger a `CHECK`-fail. There are several conditions that the input arguments must satisfy. Some are not caught during shape inference and others are not caught during kernel implementation. This results in `CHECK` failures later when the output tensors get allocated. 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.
References
Link | Resource |
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https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/bincount_op.cc | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/7019ce4f68925fd01cdafde26f8d8c938f47e6f9 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f2vv-v9cg-qhh7 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/bincount_op.cc | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/7019ce4f68925fd01cdafde26f8d8c938f47e6f9 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f2vv-v9cg-qhh7 | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:45
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/bincount_op.cc - Exploit, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/7019ce4f68925fd01cdafde26f8d8c938f47e6f9 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f2vv-v9cg-qhh7 - Patch, Third Party Advisory |
Information
Published : 2022-02-03 14:15
Updated : 2024-11-21 06:45
NVD link : CVE-2022-21737
Mitre link : CVE-2022-21737
CVE.ORG link : CVE-2022-21737
JSON object : View
Products Affected
- tensorflow
CWE
CWE-754
Improper Check for Unusual or Exceptional Conditions