TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.histogram_fixed_width` is vulnerable to a crash when the values array contain `Not a Number` (`NaN`) elements. The implementation assumes that all floating point operations are defined and then converts a floating point result to an integer index. If `values` contains `NaN` then the result of the division is still `NaN` and the cast to `int32` would result in a crash. This only occurs on the CPU implementation. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
References
Configurations
Configuration 1 (hide)
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History
03 Jun 2022, 15:02
Type | Values Removed | Values Added |
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CPE | cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:* cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:* |
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References | (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - Release Notes, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - Release Notes, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc - Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/issues/45770 - Exploit, Issue Tracking, Patch, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5 - Patch, Third Party Advisory | |
References | (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w - Exploit, Patch, Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74 - Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - Release Notes, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : 2.1
v3 : 5.5 |
21 May 2022, 03:33
Type | Values Removed | Values Added |
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New CVE |
Information
Published : 2022-05-21 00:15
Updated : 2024-02-04 22:29
NVD link : CVE-2022-29211
Mitre link : CVE-2022-29211
CVE.ORG link : CVE-2022-29211
JSON object : View
Products Affected
- tensorflow
CWE
CWE-20
Improper Input Validation