CVE-2022-29204

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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
2026-07-22T02:24:33.909472Z
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.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.

Database specific 
{
    "cna_assigner": "GitHub_M",
    "osv_generated_from": "https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/29xxx/CVE-2022-29204.json",
    "cwe_ids": [
        "CWE-191",
        "CWE-20"
    ]
}
References

Affected packages

Git / github.com/tensorflow/tensorflow

Affected ranges

Type
GIT
Repo
https://github.com/tensorflow/tensorflow
Events
Introduced
590d6eef7e91a6a7392c8ffffb7b58f2e0c8bc6b
Fixed
33ed2b11cb8e879d86c371700e6573db1814a69e
Introduced
c256c071bb26e1e13b4666d1b3e229e110bc914a
Fixed
dd7b8a3c1714d0052ce4b4a2fd8dcef927439a24
Introduced
ce35e5c3a8efdb8161c6a85c8fb9ffb5bbdc9ffd
Fixed
20cb18724b0bf6c09071a3f53434c4eec53cc147
Fixed
84563f265f28b3c36a15335c8b005d405260e943
Fixed
0516d4d8bced506cae97dc3cb45dbd2fe4311f26
Fixed
8a20d54a3c1bfa38c03ea99a2ad3c1b0a45dfa95
Database specific 
{
    "cpe": [
        "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*"
    ],
    "extracted_events": [
        {
            "introduced": "1.15.0"
        },
        {
            "fixed": "2.6.4"
        },
        {
            "introduced": "2.7.0"
        },
        {
            "fixed": "2.7.2"
        },
        {
            "introduced": "2.7.0-rc0"
        },
        {
            "last_affected": "2.7.0-rc0"
        },
        {
            "introduced": "2.7.0-rc1"
        },
        {
            "last_affected": "2.7.0-rc1"
        },
        {
            "introduced": "2.8.0-NA"
        },
        {
            "last_affected": "2.8.0-NA"
        },
        {
            "introduced": "2.8.0-rc0"
        },
        {
            "last_affected": "2.8.0-rc0"
        },
        {
            "introduced": "2.8.0-rc1"
        },
        {
            "last_affected": "2.8.0-rc1"
        },
        {
            "introduced": "2.9.0-rc0"
        },
        {
            "last_affected": "2.9.0-rc0"
        },
        {
            "introduced": "2.9.0-rc1"
        },
        {
            "last_affected": "2.9.0-rc1"
        }
    ],
    "source": [
        "CPE_RANGE",
        "CPE_STRING",
        "REFERENCES"
    ]
}

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

vanir_signatures_modified 
"2026-07-22T02:24:33Z"
vanir_signatures 
[
    {
        "target": {
            "file": "tensorflow/core/kernels/unsorted_segment_join_op.cc"
        },
        "id": "CVE-2022-29204-c19be0c3",
        "digest": {
            "line_hashes": [
                "272930406629566085188128909330015357564",
                "294142155783676115266854675390013935278",
                "70069975632083138714508615765652856310"
            ],
            "threshold": 0.9
        },
        "deprecated": false,
        "signature_version": "v1",
        "signature_type": "Line",
        "source": "https://github.com/tensorflow/tensorflow/commit/84563f265f28b3c36a15335c8b005d405260e943"
    }
]
source 
"https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-29204.json"