CVE-2020-15195

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the implementation of `SparseFillEmptyRowsGrad` uses a double indexing pattern. It is possible for `reverse_index_map(i)` to be an index outside of bounds of `grad_values`, thus resulting in a heap buffer overflow. The issue is patched in commit 390611e0d45c5793c7066110af37c8514e6a6c54, 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/390611e0d45c5793c7066110af37c8514e6a6c54 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54 - 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-63xm-rx5p-xvqr - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr - Exploit, Third Party Advisory
CVSS v2 : 6.5
v3 : 8.8
v2 : 6.5
v3 : 8.5

Information

Published : 2020-09-25 19:15

Updated : 2024-11-21 05:05


NVD link : CVE-2020-15195

Mitre link : CVE-2020-15195

CVE.ORG link : CVE-2020-15195


JSON object : View

Products Affected

google

  • tensorflow

opensuse

  • leap
CWE
CWE-119

Improper Restriction of Operations within the Bounds of a Memory Buffer

CWE-122

Heap-based Buffer Overflow

CWE-787

Out-of-bounds Write