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CVE-2022-41911
November 18, 2022
TensorFlow is an open source platform for machine learning. When printing a tensor, we get it's data as a "const char*" array (since that's the underlying storage) and then we typecast it to the element type. However, conversions from "char" to "bool" are undefined if the "char" is not "0" or "1", so sanitizers/fuzzers will crash. The issue has been patched in GitHub commit "1be74370327". The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.10.1, TensorFlow 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Affected Packages
tensorflow (PYTHON):
Affected version(s) >=2.9.0 <2.9.3
Fix Suggestion:
Update to version 2.9.3
tensorflow-gpu (PYTHON):
Affected version(s) =2.10.0 <2.10.1
Fix Suggestion:
Update to version 2.10.1
tensorflow-gpu (PYTHON):
Affected version(s) >=2.9.0 <2.9.3
Fix Suggestion:
Update to version 2.9.3
tensorflow-gpu (PYTHON):
Affected version(s) >=0.12.0rc0 <2.8.4
Fix Suggestion:
Update to version 2.8.4
tensorflow-cpu (PYTHON):
Affected version(s) >=2.9.0 <2.9.3
Fix Suggestion:
Update to version 2.9.3
tensorflow-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.8.4
Fix Suggestion:
Update to version 2.8.4
tensorflow-cpu (PYTHON):
Affected version(s) =2.10.0 <2.10.1
Fix Suggestion:
Update to version 2.10.1
tensorflow (PYTHON):
Affected version(s) =2.10.0 <2.10.1
Fix Suggestion:
Update to version 2.10.1
tensorflow (PYTHON):
Affected version(s) >=0.11.0rc2 <2.8.4
Fix Suggestion:
Update to version 2.8.4
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CVSS v4
Base Score:
5.9
Attack Vector
NETWORK
Attack Complexity
HIGH
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
PASSIVE
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:
4.8
Attack Vector
NETWORK
Attack Complexity
HIGH
Privileges Required
LOW
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality
NONE
Integrity
NONE
Availability
HIGH
Weakness Type (CWE)
Incorrect Type Conversion or Cast
EPSS
Base Score:
0.13