CVE-2020-15202

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `Shard` API in TensorFlow expects the last argument to be a function taking two `int64` (i.e., `long long`) arguments. However, there are several places in TensorFlow where a lambda taking `int` or `int32` arguments is being used. In these cases, if the amount of work to be parallelized is large enough, integer truncation occurs. Depending on how the two arguments of the lambda are used, this can result in segfaults, read/write outside of heap allocated arrays, stack overflows, or data corruption. The issue is patched in commits 27b417360cbd671ef55915e4bb6bb06af8b8a832 and ca8c013b5e97b1373b3bb1c97ea655e69f31a575, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.
Configurations

Configuration 1 (hide)

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

Configuration 2 (hide)

cpe:2.3:o:opensuse:leap:15.2:*:*:*:*:*:*:*

History

21 Nov 2024, 05:05

Type Values Removed Values Added
References () http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html - Mailing List, Third Party Advisory () http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html - Mailing List, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/27b417360cbd671ef55915e4bb6bb06af8b8a832 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/27b417360cbd671ef55915e4bb6bb06af8b8a832 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/ca8c013b5e97b1373b3bb1c97ea655e69f31a575 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/ca8c013b5e97b1373b3bb1c97ea655e69f31a575 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 - Third Party Advisory () https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1 - Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6fg-mjxg-hqq4 - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6fg-mjxg-hqq4 - Exploit, Third Party Advisory

Information

Published : 2020-09-25 19:15

Updated : 2024-11-21 05:05


NVD link : CVE-2020-15202

Mitre link : CVE-2020-15202

CVE.ORG link : CVE-2020-15202


JSON object : View

Products Affected

google

  • tensorflow

opensuse

  • leap
CWE
CWE-197

Numeric Truncation Error

CWE-754

Improper Check for Unusual or Exceptional Conditions

NVD-CWE-Other