{
  "affected": [
    {
      "ranges": [
        {
          "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": "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"
            ]
          },
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "33ed2b11cb8e879d86c371700e6573db1814a69e"
            },
            {
              "introduced": "c256c071bb26e1e13b4666d1b3e229e110bc914a"
            },
            {
              "fixed": "dd7b8a3c1714d0052ce4b4a2fd8dcef927439a24"
            },
            {
              "introduced": "ce35e5c3a8efdb8161c6a85c8fb9ffb5bbdc9ffd"
            },
            {
              "fixed": "174c5096f303d5be7ed2ca2662b08371bff4ab88"
            },
            {
              "fixed": "0516d4d8bced506cae97dc3cb45dbd2fe4311f26"
            },
            {
              "fixed": "8a20d54a3c1bfa38c03ea99a2ad3c1b0a45dfa95"
            }
          ],
          "repo": "https://github.com/tensorflow/tensorflow",
          "type": "GIT"
        }
      ],
      "versions": [
        "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"
      ]
    }
  ],
  "aliases": [
    "GHSA-5v77-j66x-4c4g"
  ],
  "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"
  },
  "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.",
  "id": "CVE-2022-29196",
  "modified": "2026-08-12T03:51:22.929120103Z",
  "published": "2022-05-20T21:55:12Z",
  "references": [
    {
      "type": "WEB",
      "url": "https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/conv_grad_ops_3d.cc"
    },
    {
      "type": "WEB",
      "url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4"
    },
    {
      "type": "WEB",
      "url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2"
    },
    {
      "type": "WEB",
      "url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1"
    },
    {
      "type": "WEB",
      "url": "https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0"
    },
    {
      "type": "ADVISORY",
      "url": "https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/29xxx/CVE-2022-29196.json"
    },
    {
      "type": "ADVISORY",
      "url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5v77-j66x-4c4g"
    },
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2022-29196"
    },
    {
      "type": "FIX",
      "url": "https://github.com/tensorflow/tensorflow/commit/174c5096f303d5be7ed2ca2662b08371bff4ab88"
    }
  ],
  "schema_version": "1.9.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H",
      "type": "CVSS_V3"
    }
  ],
  "summary": "Missing validation causes denial of service in TensorFlow via `Conv3DBackpropFilterV2`"
}