CVE-2022-29202 (GCVE-0-2022-29202)
Vulnerability from cvelistv5
Published
2022-05-20 22:55
Modified
2025-04-22 17:57
Severity ?
5.5 (Medium) - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-20 - Improper Input Validation
  • CWE-400 - Uncontrolled Resource Consumption
Summary
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.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
References
security-advisories@github.com https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239 Third Party Advisory
security-advisories@github.com https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e Patch, Third Party Advisory
security-advisories@github.com https://github.com/tensorflow/tensorflow/issues/55199 Issue Tracking, Patch, Third Party Advisory
security-advisories@github.com https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release Notes, Third Party Advisory
security-advisories@github.com https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release Notes, Third Party Advisory
security-advisories@github.com https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release Notes, Third Party Advisory
security-advisories@github.com https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release Notes, Third Party Advisory
security-advisories@github.com https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c Exploit, Patch, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108 https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239 Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108 https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e Patch, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108 https://github.com/tensorflow/tensorflow/issues/55199 Issue Tracking, Patch, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108 https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 Release Notes, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108 https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 Release Notes, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108 https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 Release Notes, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108 https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 Release Notes, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c Exploit, Patch, Third Party Advisory
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.6.4
Version: >= 2.7.0rc0, < 2.7.2
Version: >= 2.8.0rc0, < 2.8.1
Version: >= 2.9.0rc0, < 2.9.0
 Create a notification for this product.
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