CVE-2022-29193Public exploit

Process crash via non-scalar summary metadata

Published May 20, 2022 · Updated Apr 22, 2025

Improper input validation in Google TensorFlow allows local users to crash the hosting process through TensorSummaryV2. SummaryTensorOpV2 passes serialized_summary_metadata to scalar() without first verifying that the tensor shape is scalar, causing a CHECK failure on a non-scalar value. The caller must be able to execute a TensorFlow operation with crafted local input; exploitation terminates that TensorFlow process without reported data disclosure or modification.

CVSS severity5.5
Medium
EPSS probability0.32%
Next 30 days · Sep 16, 2026
Known exploitationUnconfirmed
Based on sourced intelligence
Hinoki checkNot available
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Summary

What happened

Improper input validation in Google TensorFlow allows local users to crash the hosting process through TensorSummaryV2. SummaryTensorOpV2 passes serialized_summary_metadata to scalar() without first verifying that the tensor shape is scalar, causing a CHECK failure on a non-scalar value. The caller must be able to execute a TensorFlow operation with crafted local input; exploitation terminates that TensorFlow process without reported data disclosure or modification.

The record

CVE
CVE-2022-29193
Published
May 20, 2022
Updated
Apr 22, 2025
Vendor
Google
Product
TensorFlow
Classifications
CWE-20, T1499.004
Attack vector
local
Privileges
authenticated

Timeline

How it unfolded

  1. May 20, 2022CVE publishedPublication date reported by the CVE source.
  2. Apr 22, 2025Record updatedLatest update available in the CVE record.

Exploitability

Present is not the same as exploitable

Compare your product and version with the public record. A matching version still requires validation against your environment.

Is a vulnerable build present?

Compare these published version ranges with your installed build and any vendor patches.

  1. Affected versionversion=< 2.6.4
  2. Affected versionversion=>= 2.7.0rc0, < 2.7.2
  3. Affected versionversion=>= 2.8.0rc0, < 2.8.1
  4. Affected versionversion=>= 2.9.0rc0, < 2.9.0

What conditions does exploitation require?

Attack vectorlocal
Required privilegesauthenticated

What is affected?

Google · TensorFlowversion=< 2.6.4; version=>= 2.7.0rc0, < 2.7.2; version=>= 2.8.0rc0, < 2.8.1; version=>= 2.9.0rc0, < 2.9.0

Published CVSS scores

2.1NIST NVDAV:L/AC:L/Au:N/C:N/I:N/A:P
5.5GitHub, Inc.CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

CVSS describes severity. EPSS estimates exploitation probability.

Attacks

What attackers are doing with it

Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.

Daily unique IPsNo honeypot observations are available for this CVE in the selected window.

No observations available

Sep 10, 2026Sep 16, 2026
Latest reporting daySep 16, 2026
Latest daily unique IPsUnavailable
Prior 30-day averageUnavailable
SourceShadowserver honeypots (KEV)
Vectorlocal
Privilegesauthenticated
Known exploitationUnconfirmed
Public exploitPublished

Weakness, pattern, technique

CWE-20Improper Input Validation
T1499.004Application or System Exploitation

Public exploit references

Labels summarize the accepted research assessment. They do not indicate a test against your environment.

Technologies

Your stack

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Your stack

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