CVE-2020-15195 — Improper 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
Affected products
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
Patches
🔴Vulnerability Details
4📋Vendor Advisories
1Debian▶
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