CVE-2022-29204
- Source
- https://cve.org/CVERecord?id=CVE-2022-29204
- Import Source
- https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-29204.json
- JSON Data
- https://api.osv.dev/v1/vulns/CVE-2022-29204
- Aliases
- Published
- 2022-05-20T22:40:13Z
- Modified
- 2026-10-21T08:22:44Z
- Severity
-
- 5.5 (Medium) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H CVSS Calculator
- Summary
- Missing validation causes denial of service in TensorFlow via `Conv3DBackpropFilterV2`
- Details
-
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.UnsortedSegmentJoindoes not fully validate the input arguments. This results in aCHECK-failure which can be used to trigger a denial of service attack. The code assumesnum_segmentsis a positive scalar but there is no validation. Since this value is used to allocate the output tensor, a negative value would result in aCHECK-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. - Database specific
{ "cna_assigner": "GitHub_M", "cwe_ids": [ "CWE-191", "CWE-20" ], "osv_generated_from": "https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/29xxx/CVE-2022-29204.json" }- References
-
- https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L83-L14
- https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
- https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
- https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
- https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
- https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/29xxx/CVE-2022-29204.json
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hx9q-2mx4-m4pg
- https://nvd.nist.gov/vuln/detail/CVE-2022-29204
- https://github.com/tensorflow/tensorflow/commit/20cb18724b0bf6c09071a3f53434c4eec53cc147
- https://github.com/tensorflow/tensorflow/commit/84563f265f28b3c36a15335c8b005d405260e943
Affected packages
Git / github.com/tensorflow/tensorflow
Affected ranges
- Type
- GIT
- Repo
- https://github.com/tensorflow/tensorflow
- Events
-
IntroducedFixedIntroducedFixedIntroducedFixedFixedFixedFixed
- Database specific
-
Show details
{ "extracted_events": [ { "cpe": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*", "range": [ { "introduced": "1.15.0" }, { "fixed": "2.6.4" } ], "source": "CPE_RANGE" }, { "cpe": "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*", "range": [ { "introduced": "2.7.0" }, { "fixed": "2.7.2" } ], "source": "CPE_RANGE" }, { "cpe": "cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*", "range": [ { "introduced": "2.7.0-rc0" }, { "last_affected": "2.7.0-rc0" } ], "source": "CPE_STRING" }, { "cpe": "cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*", "range": [ { "introduced": "2.7.0-rc1" }, { "last_affected": "2.7.0-rc1" } ], "source": "CPE_STRING" }, { "cpe": "cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*", "range": [ { "introduced": "2.8.0-NA" }, { "last_affected": "2.8.0-NA" } ], "source": "CPE_STRING" }, { "cpe": "cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*", "range": [ { "introduced": "2.8.0-rc0" }, { "last_affected": "2.8.0-rc0" } ], "source": "CPE_STRING" }, { "cpe": "cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*", "range": [ { "introduced": "2.8.0-rc1" }, { "last_affected": "2.8.0-rc1" } ], "source": "CPE_STRING" }, { "cpe": "cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*", "range": [ { "introduced": "2.9.0-rc0" }, { "last_affected": "2.9.0-rc0" } ], "source": "CPE_STRING" }, { "cpe": "cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*", "range": [ { "introduced": "2.9.0-rc1" }, { "last_affected": "2.9.0-rc1" } ], "source": "CPE_STRING" }, { "range": [ { "fixed": "20cb18724b0bf6c09071a3f53434c4eec53cc147" } ], "source": "REFERENCES_COMMIT" }, { "range": [ { "fixed": "84563f265f28b3c36a15335c8b005d405260e943" } ], "source": "REFERENCES_COMMIT" }, { "original_tag": "v2.6.4", "range": [ { "fixed": "33ed2b11cb8e879d86c371700e6573db1814a69e" } ], "source": "REFERENCES_TAG" }, { "original_tag": "v2.7.2", "range": [ { "fixed": "dd7b8a3c1714d0052ce4b4a2fd8dcef927439a24" } ], "source": "REFERENCES_TAG" }, { "original_tag": "v2.8.1", "range": [ { "fixed": "0516d4d8bced506cae97dc3cb45dbd2fe4311f26" } ], "source": "REFERENCES_TAG" }, { "original_tag": "v2.9.0", "range": [ { "fixed": "8a20d54a3c1bfa38c03ea99a2ad3c1b0a45dfa95" } ], "source": "REFERENCES_TAG" } ] }
Affected versions
2.*
2.7.0-rc0
2.7.0-rc1
2.8.0-NA
2.8.0-rc0
2.8.0-rc1
2.9.0-rc0
2.9.0-rc1
v2.*
v2.7.0
v2.7.1
Database specific
source
"https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-29204.json"
vanir_signatures
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vanir_signatures_modified
"2026-10-21T08:22:44Z"