CVE-2021-41195

TensorFlow is an open source platform for machine learning. In affected versions the implementation of `tf.math.segment_*` operations results in a `CHECK`-fail related abort (and denial of service) if a segment id in `segment_ids` is large. This is similar to CVE-2021-29584 (and similar other reported vulnerabilities in TensorFlow, localized to specific APIs): the implementation (both on CPU and GPU) computes the output shape using `AddDim`. However, if the number of elements in the tensor overflows an `int64_t` value, `AddDim` results in a `CHECK` failure which provokes a `std::abort`. Instead, code should use `AddDimWithStatus`. 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.
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*

History

21 Nov 2024, 06:25

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/commit/e9c81c1e1a9cd8dd31f4e83676cab61b60658429 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/e9c81c1e1a9cd8dd31f4e83676cab61b60658429 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/issues/46888 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/issues/46888 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/pull/51733 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/pull/51733 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cq76-mxrc-vchh - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cq76-mxrc-vchh - Exploit, Third Party Advisory

Information

Published : 2021-11-05 20:15

Updated : 2024-11-21 06:25


NVD link : CVE-2021-41195

Mitre link : CVE-2021-41195

CVE.ORG link : CVE-2021-41195


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-190

Integer Overflow or Wraparound