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CVE-2021-41196
November 05, 2021
TensorFlow is an open source platform for machine learning. In affected versions the Keras pooling layers can trigger a segfault if the size of the pool is 0 or if a dimension is negative. This is due to the TensorFlow's implementation of pooling operations where the values in the sliding window are not checked to be strictly positive. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
Affected Packages
tensorflow-gpu (PYTHON):
Affected version(s) =2.6.0 <2.6.1
Fix Suggestion:
Update to version 2.6.1
tensorflow-cpu (PYTHON):
Affected version(s) >=2.5.0 <2.5.2
Fix Suggestion:
Update to version 2.5.2
tensorflow-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.4.4
Fix Suggestion:
Update to version 2.4.4
tensorflow (PYTHON):
Affected version(s) >=2.5.0 <2.5.2
Fix Suggestion:
Update to version 2.5.2
tensorflow-gpu (PYTHON):
Affected version(s) >=0.12.0rc0 <2.4.4
Fix Suggestion:
Update to version 2.4.4
tensorflow (PYTHON):
Affected version(s) =2.6.0 <2.6.1
Fix Suggestion:
Update to version 2.6.1
tensorflow-cpu (PYTHON):
Affected version(s) =2.6.0 <2.6.1
Fix Suggestion:
Update to version 2.6.1
tensorflow (PYTHON):
Affected version(s) >=0.11.0rc2 <2.4.4
Fix Suggestion:
Update to version 2.4.4
tensorflow-gpu (PYTHON):
Affected version(s) >=2.5.0 <2.5.2
Fix Suggestion:
Update to version 2.5.2
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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)
Integer Underflow (Wrap or Wraparound)
EPSS
Base Score:
0.05