CVE-2022-29196

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Source
https://cve.org/CVERecord?id=CVE-2022-29196
Import Source
https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-29196.json
JSON Data
https://api.osv.dev/v1/vulns/CVE-2022-29196
Aliases
Published
2022-05-20T21:55:12Z
Modified
2026-10-21T08:22:41Z
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.Conv3DBackpropFilterV2 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 does not validate that the filter_sizes argument is a vector. 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-20"
    ],
    "osv_generated_from":  "https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/29xxx/CVE-2022-29196.json"
}
References

Affected packages

Git / github.com/tensorflow/tensorflow

Affected ranges

Type
GIT
Repo
https://github.com/tensorflow/tensorflow
Events
Introduced
0 Unknown introduced commit / All previous commits are affected
Fixed
33ed2b11cb8e879d86c371700e6573db1814a69e
Introduced
c256c071bb26e1e13b4666d1b3e229e110bc914a
Fixed
dd7b8a3c1714d0052ce4b4a2fd8dcef927439a24
Introduced
ce35e5c3a8efdb8161c6a85c8fb9ffb5bbdc9ffd
Fixed
174c5096f303d5be7ed2ca2662b08371bff4ab88
Fixed
0516d4d8bced506cae97dc3cb45dbd2fe4311f26
Fixed
8a20d54a3c1bfa38c03ea99a2ad3c1b0a45dfa95
Database specific
Show details 
{
    "extracted_events":  [
        {
            "cpe":  "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
            "range":  [
                {
                    "introduced":  "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":  "174c5096f303d5be7ed2ca2662b08371bff4ab88"
                }
            ],
            "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

0.*
0.5.0
0.6.0
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
v1.*
v1.1.0-rc1
v1.1.0-rc2
v1.12.1
v1.6.0-rc1
v1.9.0-rc2
v2.*
v2.6.0
v2.6.0-rc0
v2.6.0-rc1
v2.6.0-rc2
v2.6.1
v2.6.2
v2.6.3
v2.7.0
v2.7.1
v2.8.0
v2.8.0-rc0
v2.8.0-rc1
v2.9.0-rc0
v2.9.0-rc1
v2.9.0-rc2

Database specific

source 
"https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2022-29196.json"
vanir_signatures 
[
    {
        "deprecated":  false,
        "digest":  {
            "line_hashes":  [
                "36001966220395220550602728600496804340",
                "203849052817667027877133270728779166817",
                "262184538084093679039123312841370147840",
                "171998656468065644951084402465218348245",
                "36001966220395220550602728600496804340",
                "203849052817667027877133270728779166817",
                "262184538084093679039123312841370147840",
                "171998656468065644951084402465218348245",
                "36001966220395220550602728600496804340",
                "18283565081924760499095919859836908237",
                "172273207969508759248319289373446299390",
                "60453107546064175722952753765497761794"
            ],
            "threshold":  0.9
        },
        "id":  "CVE-2022-29196-09963eef",
        "signature_type":  "Line",
        "signature_version":  "v1",
        "source":  "https://github.com/tensorflow/tensorflow/commit/174c5096f303d5be7ed2ca2662b08371bff4ab88",
        "target":  {
            "file":  "tensorflow/core/kernels/conv_grad_ops_3d.cc"
        }
    }
]
vanir_signatures_modified 
"2026-10-21T08:22:41Z"