CVE-2022-41900
November 18, 2022
TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote code execution. We have patched the issue in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48. The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.
Affected Packages
tensorflow (PYTHON):
Affected version(s) =2.10.0 <2.10.1Fix Suggestion:
Update to version 2.10.1tensorflow-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.8.4Fix Suggestion:
Update to version 2.8.4tensorflow (PYTHON):
Affected version(s) >=0.11.0rc2 <2.8.4Fix Suggestion:
Update to version 2.8.4tensorflow (PYTHON):
Affected version(s) >=2.9.0 <2.9.3Fix Suggestion:
Update to version 2.9.3tensorflow-cpu (PYTHON):
Affected version(s) >=2.9.0 <2.9.3Fix Suggestion:
Update to version 2.9.3tensorflow-gpu (PYTHON):
Affected version(s) >=0.12.0rc0 <2.8.4Fix Suggestion:
Update to version 2.8.4tensorflow-gpu (PYTHON):
Affected version(s) =2.10.0 <2.10.1Fix Suggestion:
Update to version 2.10.1tensorflow-cpu (PYTHON):
Affected version(s) =2.10.0 <2.10.1Fix Suggestion:
Update to version 2.10.1tensorflow-gpu (PYTHON):
Affected version(s) >=2.9.0 <2.9.3Fix Suggestion:
Update to version 2.9.3Related Resources (5)
Do you need more information?
Contact UsCVSS v4
Base Score:
7.5
Attack Vector
NETWORK
Attack Complexity
HIGH
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
PASSIVE
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:
7.1
Attack Vector
NETWORK
Attack Complexity
HIGH
Privileges Required
LOW
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality
HIGH
Integrity
HIGH
Availability
HIGH
EPSS
Base Score:
1.27
