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, the implementation of tf.raw_ops.UnsortedSegmentJoin does not fully validate the input arguments. This results in a CHECK-failure which can be used to trigger a denial of service attack. The code assumes num_segments is a positive scalar but there is no validation. Since this value is used to allocate the output tensor, a negative value would result in a CHECK-failure (assertion failure), as per TFSA-2021-198. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
CVE-2022-29204
This medium-severity CVE scores 5.5 under NVD CVSS v3. EPSS exploit probability: 0.1%, top 81% of all CVEs by exploit prediction. GitHub Security Advisory data not yet ingested — confidence will rise once GHSA publishes (typical lag: hours to days for open-source ecosystem CVEs; never for infrastructure-only CVEs).
- Lower severity and no public exploit yet
No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.
- CVSS v3
- 5.5
- EG Score
- 5.5(medium)
- EPSS
- 27.0%
- KEV
- Not listed
Published
May 20, 2022
Last Modified
June 25, 2025
References (18)
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L83-L14
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/commit/20cb18724b0bf6c09071a3f53434c4eec53cc147
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/commit/84563f265f28b3c36a15335c8b005d405260e943
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
- security-advisories@githubhttps://github.com/tensorflow/tensorflow/security/advisories/GHSA-hx9q-2mx4-m4pg
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L83-L14
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/commit/20cb18724b0bf6c09071a3f53434c4eec53cc147
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/commit/84563f265f28b3c36a15335c8b005d405260e943
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
- af854a3a-2127-422b-91ae-364da2661108https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
Affected Packages
(3 across 1 ecosystem)
PyPI(3)
| Package | Vulnerable range | Fixed in | Dependents |
|---|---|---|---|
| tensorflow | 2.8.0 | 2.8.1 | — |
| tensorflow-cpu | 2.8.0 | 2.8.1 | — |
| tensorflow-gpu | 2.8.0 | 2.8.1 | — |
Weakness Classification(2)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 12× in last 7d / 48× in last 30d)
Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. Most recent first.
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Related CVEs(same CWE)
Same CWE
10 shownCWE-20 · CWE-191
Frequently asked(5)
What is CVE-2022-29204?
When was CVE-2022-29204 disclosed?
Is CVE-2022-29204 actively exploited?
What is the CVSS score of CVE-2022-29204?
How do I remediate CVE-2022-29204?
Dependency Blast Radius
See which npm, PyPI, Go, and Maven packages are affected by CVE-2022-29204
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