CVE-2020-15195Improper Restriction of Operations within the Bounds of a Memory Buffer in Tensorflow

Severity
8.8HIGHNVD
CNA8.5
EPSS
0.4%
top 42.16%
CISA KEV
Not in KEV
Exploit
No known exploits
Timeline
PublishedSep 25

Description

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.

CVSS vector

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:HExploitability: 2.8 | Impact: 5.9

Affected Packages4 packages

NVDgoogle/tensorflow2.0.02.0.3+4
CVEListV5tensorflow/tensorflow< 1.15.4+4
PyPIintel/optimization_for_tensorflow2.0.02.0.3+5
NVDopensuse/leap15.2

Patches

🔴Vulnerability Details

4
CVEList
Heap buffer overflow in Tensorflow2020-09-25
GHSA
Heap buffer overflow in Tensorflow2020-09-25
OSV
CVE-2020-15195: In Tensorflow before versions 12020-09-25
OSV
Heap buffer overflow in Tensorflow2020-09-25

📋Vendor Advisories

1
Debian
CVE-2020-15195: tensorflow - In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the impleme...2020
CVE-2020-15195 — Tensorflow vulnerability | cvebase