CVE-2022-35999

7.5 highEPSS 0.5%

High (7.5) in google tensorflow. EPSS 0.5% chance of exploitation in the next 30 days. Fixed in tensorflow 2.7.2, 2.8.1, 2.9.1.

TensorFlow is an open source platform for machine learning. When `Conv2DBackpropInput` receives empty `out_backprop` inputs (e.g. `[3, 1, 0, 1]`), the current CPU/GPU kernels `CHECK` fail (one with dnnl, the other with cudnn). This can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 27a65a43cf763897fecfa5cdb5cc653fc5dd0346. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.

Severity

CVSS 3.1

7.5 high

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H

EPSS: 0.5% chance of exploitation in the next 30 days; higher than 41% of CVEs (scores of 2026-10-31)
CWE: CWE-617
Published: 2022-09-16
Modified: 2026-06-17
Record from: the NVD, synced 2026-10-19

Affected

google:tensorflow

Packages (OSV)

Advisory	Ecosystem	Package	Affected	Fixed in
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow	<2.7.2	2.7.2
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow	>=2.8.0 <2.8.1	2.8.1
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow	>=2.9.0 <2.9.1	2.9.1
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow-cpu	<2.7.2	2.7.2
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow-cpu	>=2.8.0 <2.8.1	2.8.1
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow-cpu	>=2.9.0 <2.9.1	2.9.1
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow-gpu	<2.7.2	2.7.2
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow-gpu	>=2.8.0 <2.8.1	2.8.1
GHSA-37jf-mjv6-xfqw	PyPI	tensorflow-gpu	>=2.9.0 <2.9.1	2.9.1
PYSEC-2026-3092	PyPI	tensorflow	<2.7.2 >=2.8.0 <2.8.1 >=2.9.0 <2.9.1	2.7.2, 2.8.1, 2.9.1
PYSEC-2026-3269	PyPI	tensorflow-cpu	<2.7.2 >=2.8.0 <2.8.1 >=2.9.0 <2.9.1	2.7.2, 2.8.1, 2.9.1
PYSEC-2026-946	PyPI	tensorflow-gpu	<2.7.2 >=2.8.0 <2.8.1 >=2.9.0 <2.9.1	2.7.2, 2.8.1, 2.9.1

References

Check your stack JSON