CVE-2022-29205 | Segfault due to missing support for quantized types in TensorFlow

Exp

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, there is a potential for segfault / denial of service in TensorFlow by calling `tf.compat.v1.*` ops which don't yet have support for quantized types, which was added after migration to TensorFlow 2.x. In these scenarios, since the kernel is missing, a `nullptr` value is passed to `ParseDimensionValue` for the `py_value` argument. Then, this is dereferenced, resulting in segfault. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Published: 2022-05-20 Last update: 2026-06-17 Assigner: [email protected] Source: [email protected]
NVD Status：Modified，CVE State: published
View at NVD, CVE.org, EUVD

CVE-2022-29205 is rated Exploit Available (50/100): CVSS Medium severity, with low exploitation likelihood (EPSS 0.32%). 1 public exploit reference(s) are indexed (Exploit-DB). Public exploits are available—assess exposure, apply mitigations, and prioritize patching.

Risk is dynamic; we continuously reassess and refresh what is shown on this page as upstream context changes.

Public exploit references (Exploit-DB) for CVE-2022-29205

EDB-ID Source Kind Published Link
— nvd_ref exploit_tag Exploit-DB ↗

Exploit prediction scoring system (EPSS) score for CVE-2022-29205

EPSS lead: Daily EPSS estimates relative likelihood of exploitation; percentile ranks this CVE among scored vulnerabilities (higher = more severe relative rank).

# Date Old EPSS score New EPSS score Delta (New - Old)
1 2026-06-15 0.06% 0.32% +0.26%
2 2026-04-18 0.05% 0.06% +0.01%
3 2026-01-10 — 0.05% —

Full EPSS history (12 records total)

Common vulnerability scoring system (CVSS) metrics for CVE-2022-29205

CVSS metrics for this CVE.

Base score Version Severity Vector Exploitability Impact Score source
5.5 3.1 MEDIUM
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Click to expand
Attack vector (AV:L)
They already need access on the box, or another person has to do something wrong; it’s not a remote drive-by.
Attack complexity (AC:L)
Once they can reach the bug, pulling it off is straightforward—no weird race conditions or rare setup.
Privileges required (PR:L)
A normal user session is enough; they don’t have to be admin.
User interaction (UI:N)
Nobody has to click “OK” or open a trap file; it can work without a victim helping.
Scope (S:U)
Damage stays in the same “trust bubble” as the broken component—no big spill into unrelated systems.
Confidentiality (C:N)
Doesn’t really leak secrets in a meaningful way.
Integrity (I:N)
Data isn’t meaningfully altered or forged.
Availability (A:H)
Could take the service down hard or make it unusable for people who depend on it.
 1.8 3.6 [email protected]
5.5 3.1 MEDIUM
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Click to expand
Attack vector (AV:L)
They already need access on the box, or another person has to do something wrong; it’s not a remote drive-by.
Attack complexity (AC:L)
Once they can reach the bug, pulling it off is straightforward—no weird race conditions or rare setup.
Privileges required (PR:L)
A normal user session is enough; they don’t have to be admin.
User interaction (UI:N)
Nobody has to click “OK” or open a trap file; it can work without a victim helping.
Scope (S:U)
Damage stays in the same “trust bubble” as the broken component—no big spill into unrelated systems.
Confidentiality (C:N)
Doesn’t really leak secrets in a meaningful way.
Integrity (I:N)
Data isn’t meaningfully altered or forged.
Availability (A:H)
Could take the service down hard or make it unusable for people who depend on it.
 1.8 3.6 [email protected]
2.1 2.0 LOW
AV:L/AC:L/Au:N/C:N/I:N/A:P Click to expand
Access vector (AV:L)
Requires local access to the target system.
Access complexity (AC:L)
Exploitation conditions are straightforward and predictable.
Authentication (AU:N)
No authentication is required.
Confidentiality impact (C:N)
No confidentiality impact.
Integrity impact (I:N)
No integrity impact.
Availability impact (A:P)
Partial availability impact.
 3.9 2.9 [email protected]

Weakness enumeration for CVE-2022-29205

GitHub Security Advisory for CVE-2022-29205

GHSA-54ch-gjq5-4976 · Severity: medium · Ecosystem: pip — Segfault due to missing support for quantized types

OS Trackers for CVE-2022-29205

vendor priority summary link
debian unimportant CVE-2022-29205 unimportant priority: Debian including 1 source packages (tensorflow), 2 status rows across 2 suites (forky, sid): resolved 2. https://security-tracker.debian.org/tracker/CVE-2022-29205

Affected software / configurations for CVE-2022-29205

Vendor Product Version Raw CPE
google tensorflow < 2.6.4 cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
google tensorflow >= 2.7.0, < 2.7.2 cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
google tensorflow 2.7.0 cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
google tensorflow 2.7.0 cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*
google tensorflow 2.8.0 cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
google tensorflow 2.8.0 cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*
google tensorflow 2.8.0 cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
google tensorflow 2.9.0 cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
google tensorflow 2.9.0 cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*

References for CVE-2022-29205

URL Tags
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/eager/pywrap_tfe_src.cc#L296-L320 Third Party Advisory
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/eager/pywrap_tfe_src.cc#L480-L482 Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/237822b59fc504dda2c564787f5d3ad9c4aa62d9 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release Notes Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-54ch-gjq5-4976 Exploit Patch Third Party Advisory
cvelogic Threat Intelligence