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CVE-2022-21741
February 03, 2022
Tensorflow is an Open Source Machine Learning Framework. ### Impact An attacker can craft a TFLite model that would trigger a division by zero in the implementation of depthwise convolutions. The parameters of the convolution can be user controlled and are also used within a division operation to determine the size of the padding that needs to be added before applying the convolution. There is no check before this division that the divisor is strictly positive. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
Affected Packages
tensorflow-gpu (PYTHON):
Affected version(s) >=0.12.0rc0 <2.5.3
Fix Suggestion:
Update to version 2.5.3
tensorflow-cpu (PYTHON):
Affected version(s) >=2.6.0 <2.6.3
Fix Suggestion:
Update to version 2.6.3
tensorflow-gpu (PYTHON):
Affected version(s) >=2.6.0 <2.6.3
Fix Suggestion:
Update to version 2.6.3
tensorflow-cpu (PYTHON):
Affected version(s) =2.7.0 <2.7.1
Fix Suggestion:
Update to version 2.7.1
tensorflow (PYTHON):
Affected version(s) >=0.11.0rc2 <2.5.3
Fix Suggestion:
Update to version 2.5.3
tensorflow (PYTHON):
Affected version(s) =2.7.0 <2.7.1
Fix Suggestion:
Update to version 2.7.1
tensorflow-gpu (PYTHON):
Affected version(s) =2.7.0 <2.7.1
Fix Suggestion:
Update to version 2.7.1
tensorflow (PYTHON):
Affected version(s) >=2.6.0 <2.6.3
Fix Suggestion:
Update to version 2.6.3
tensorflow-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.5.3
Fix Suggestion:
Update to version 2.5.3
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CVSS v4
Base Score:
7.1
Attack Vector
NETWORK
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:
6.5
Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality
NONE
Integrity
NONE
Availability
HIGH
CVSS v2
Base Score:
5
Access Vector
NETWORK
Access Complexity
LOW
Authentication
NONE
Confidentiality Impact
NONE
Integrity Impact
NONE
Availability Impact
PARTIAL
Weakness Type (CWE)
Divide By Zero
EPSS
Base Score:
0.23