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CVE-2022-29216
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, TensorFlow's "saved_model_cli" tool is vulnerable to a code injection. This can be used to open a reverse shell. This code path was maintained for compatibility reasons as the maintainers had several test cases where numpy expressions were used as arguments. However, given that the tool is always run manually, the impact of this is still not severe. The maintainers have now removed the "safe=False" argument, so all parsing is done without calling "eval". The patch is available in versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4.
Affected Packages
tensorflow-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.6.4
Fix Suggestion:
Update to version 2.6.4
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) >=2.7.0 <2.7.2
Fix Suggestion:
Update to version 2.7.2
tensorflow-gpu (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-cpu (PYTHON):
Affected version(s) =2.8.0 <2.8.1
Fix Suggestion:
Update to version 2.8.1
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) >=0.12.0rc0 <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
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CVSS v4
Base Score:
8.5
Attack Vector
LOCAL
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
NONE
Vulnerable System Confidentiality
HIGH
Vulnerable System Integrity
HIGH
Vulnerable System Availability
HIGH
Subsequent System Confidentiality
NONE
Subsequent System Integrity
NONE
Subsequent System Availability
NONE
CVSS v3
Base Score:
7.8
Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality
HIGH
Integrity
HIGH
Availability
HIGH
CVSS v2
Base Score:
4.6
Access Vector
LOCAL
Access Complexity
LOW
Authentication
NONE
Confidentiality Impact
PARTIAL
Integrity Impact
PARTIAL
Availability Impact
PARTIAL
Weakness Type (CWE)
Improper Control of Generation of Code ('Code Injection')
EPSS
Base Score:
0.27