TensorFlow is an open source platform for machine learning. In affected versions while calculating the size of the output within the `tf.range` kernel, there is a conditional statement of type `int64 = condition ? int64 : double`. Due to C++ implicit conversion rules, both branches of the condition will be cast to `double` and the result would be truncated before the assignment. This result in overflows. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrqm-fpgr-6hhx | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/1b0e0ec27e7895b9985076eab32445026ae5ca94 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/issues/46912 | Issue Tracking Third Party Advisory |
https://github.com/tensorflow/tensorflow/issues/46889 | Issue Tracking Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/6d94002a09711d297dbba90390d5482b76113899 | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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Information
Published : 2021-11-05 15:15
Updated : 2021-11-09 07:05
NVD link : CVE-2021-41202
Mitre link : CVE-2021-41202
JSON object : View
CWE
CWE-681
Incorrect Conversion between Numeric Types
Products Affected
- tensorflow