CVE-2022-29211

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
Link Resource
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc Third Party Advisory
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74 Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/issues/45770 Exploit Issue Tracking Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w Exploit Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc Third Party Advisory
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74 Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/issues/45770 Exploit Issue Tracking Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w Exploit Patch Third Party Advisory
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*

History

21 Nov 2024, 06:58

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc - Third Party Advisory () https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc - Third Party Advisory
References () https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74 - Third Party Advisory () https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74 - Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/issues/45770 - Exploit, Issue Tracking, Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/issues/45770 - Exploit, Issue Tracking, Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - Release Notes, Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - Release Notes, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - Release Notes, Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - Release Notes, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - Release Notes, Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - Release Notes, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w - Exploit, Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w - Exploit, Patch, Third Party Advisory

Information

Published : 2022-05-21 00:15

Updated : 2024-11-21 06:58


NVD link : CVE-2022-29211

Mitre link : CVE-2022-29211

CVE.ORG link : CVE-2022-29211


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-20

Improper Input Validation