Vulnerability DatabaseCVE-2022-29202
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CVE-2022-29202
May 20, 2022
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.
Affected Packages
tensorflow-gpu (PYTHON):
Affected version(s) >=0.12.0rc0 <2.6.4
Fix Suggestion:
Update to version 2.6.4
tensorflow (PYTHON):
Affected version(s) =2.8.0 <2.8.1
Fix Suggestion:
Update to version 2.8.1
tensorflow-gpu (PYTHON):
Affected version(s) >=2.7.0 <2.7.2
Fix Suggestion:
Update to version 2.7.2
tensorflow-gpu (PYTHON):
Affected version(s) =2.8.0 <2.8.1
Fix Suggestion:
Update to version 2.8.1
tensorflow-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.6.4
Fix Suggestion:
Update to version 2.6.4
tensorflow-cpu (PYTHON):
Affected version(s) =2.8.0 <2.8.1
Fix Suggestion:
Update to version 2.8.1
tensorflow-cpu (PYTHON):
Affected version(s) >=2.7.0 <2.7.2
Fix Suggestion:
Update to version 2.7.2
tensorflow (PYTHON):
Affected version(s) >=0.11.0rc2 <2.6.4
Fix Suggestion:
Update to version 2.6.4
tensorflow (PYTHON):
Affected version(s) >=2.7.0 <2.7.2
Fix Suggestion:
Update to version 2.7.2
Related Resources (11)
https://github.com/tensorflow/tensorflow
https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c
https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/29xxx/CVE-2022-29202.json
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
https://github.com/tensorflow/tensorflow/issues/55199
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
https://nvd.nist.gov/vuln/detail/CVE-2022-29202
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CVSS v4
Base Score:
6.8
Attack Vector
LOCAL
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
NONE
Vulnerable System Confidentiality
NONE
Vulnerable System Integrity
NONE
Vulnerable System Availability
HIGH
Subsequent System Confidentiality
NONE
Subsequent System Integrity
NONE
Subsequent System Availability
NONE
CVSS v3
Base Score:
5.5
Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality
NONE
Integrity
NONE
Availability
HIGH
CVSS v2
Base Score:
2.1
Access Vector
LOCAL
Access Complexity
LOW
Authentication
NONE
Confidentiality Impact
NONE
Integrity Impact
NONE
Availability Impact
PARTIAL
Weakness Type (CWE)
Improper Input Validation
CWE-20
Improper Validation of Specified Quantity in Input
CWE-1284
Uncontrolled Resource Consumption
CWE-400
EPSS
Base Score:
0.05