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

No history.

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