CVE-2022-21730
February 03, 2022
Tensorflow is an Open Source Machine Learning Framework. The implementation of "FractionalAvgPoolGrad" does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap. 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-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.5.3Fix Suggestion:
Update to version 2.5.3tensorflow-gpu (PYTHON):
Affected version(s) >=0.12.0rc0 <2.5.3Fix Suggestion:
Update to version 2.5.3tensorflow-gpu (PYTHON):
Affected version(s) >=2.6.0 <2.6.3Fix Suggestion:
Update to version 2.6.3tensorflow (PYTHON):
Affected version(s) >=2.6.0 <2.6.3Fix Suggestion:
Update to version 2.6.3tensorflow (PYTHON):
Affected version(s) =2.7.0 <2.7.1Fix Suggestion:
Update to version 2.7.1tensorflow-gpu (PYTHON):
Affected version(s) =2.7.0 <2.7.1Fix Suggestion:
Update to version 2.7.1tensorflow-cpu (PYTHON):
Affected version(s) =2.7.0 <2.7.1Fix Suggestion:
Update to version 2.7.1tensorflow (PYTHON):
Affected version(s) >=0.11.0rc2 <2.5.3Fix Suggestion:
Update to version 2.5.3tensorflow-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.5.3Fix Suggestion:
Update to version 2.5.3tensorflow-cpu (PYTHON):
Affected version(s) >=2.6.0 <2.6.3Fix Suggestion:
Update to version 2.6.3Related Resources (7)
Do you need more information?
Contact UsCVSS v4
Base Score:
7.2
Attack Vector
NETWORK
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
NONE
Vulnerable System Confidentiality
HIGH
Vulnerable System Integrity
NONE
Vulnerable System Availability
HIGH
Subsequent System Confidentiality
NONE
Subsequent System Integrity
NONE
Subsequent System Availability
NONE
CVSS v3
Base Score:
8.1
Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality
HIGH
Integrity
NONE
Availability
HIGH
CVSS v2
Base Score:
5.5
Access Vector
NETWORK
Access Complexity
LOW
Authentication
SINGLE
Confidentiality Impact
PARTIAL
Integrity Impact
NONE
Availability Impact
PARTIAL
Weakness Type (CWE)
Out-of-bounds Read
EPSS
Base Score:
0.30
