CVE-2022-41880
November 18, 2022
TensorFlow is an open source platform for machine learning. When the "BaseCandidateSamplerOp" function receives a value in "true_classes" larger than "range_max", a heap oob read occurs. We have patched the issue in GitHub commit b389f5c944cadfdfe599b3f1e4026e036f30d2d4. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Affected Packages
tensorflow-gpu (PYTHON):
Affected version(s) >=2.9.0 <2.9.3Fix Suggestion:
Update to version 2.9.3tensorflow (PYTHON):
Affected version(s) =2.10.0 <2.10.1Fix Suggestion:
Update to version 2.10.1tensorflow-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 (PYTHON):
Affected version(s) >=2.9.0 <2.9.3Fix Suggestion:
Update to version 2.9.3tensorflow-gpu (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-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-cpu (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 2.9.3tensorflow (PYTHON):
Affected version(s) >=2.9.0 <2.9.3Fix Suggestion:
Update to version 2.9.3Related Resources (6)
Do you need more information?
Contact UsCVSS v4
Base Score:
7
Attack Vector
NETWORK
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
PASSIVE
Vulnerable System Confidentiality
LOW
Vulnerable System Integrity
LOW
Vulnerable System Availability
HIGH
Subsequent System Confidentiality
NONE
Subsequent System Integrity
NONE
Subsequent System Availability
NONE
CVSS v3
Base Score:
6.8
Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality
LOW
Integrity
LOW
Availability
HIGH
Weakness Type (CWE)
Out-of-bounds Read
EPSS
Base Score:
0.15
