CVE-2021-41199
November 05, 2021
TensorFlow is an open source platform for machine learning. In affected versions if `tf.image.resize` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow. The number of elements in the output tensor is too much for the `int64_t` type and the overflow is detected via a `CHECK` statement. This aborts the process. 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) >=2.5.0 <2.5.2Fix Suggestion:
Update to version 2.5.2tensorflow-cpu (PYTHON):
Affected version(s) >=0.0.0 <2.4.4Fix Suggestion:
Update to version 2.4.4tensorflow (PYTHON):
Affected version(s) =2.6.0 <2.6.1Fix Suggestion:
Update to version 2.6.1tensorflow-cpu (PYTHON):
Affected version(s) =2.6.0 <2.6.1Fix Suggestion:
Update to version 2.6.1tensorflow-cpu (PYTHON):
Affected version(s) >=2.5.0 <2.5.2Fix Suggestion:
Update to version 2.5.2tensorflow (PYTHON):
Affected version(s) >=0.11.0rc2 <2.4.4Fix Suggestion:
Update to version 2.4.4tensorflow-gpu (PYTHON):
Affected version(s) =2.6.0 <2.6.1Fix Suggestion:
Update to version 2.6.1tensorflow (PYTHON):
Affected version(s) >=2.5.0 <2.5.2Fix Suggestion:
Update to version 2.5.2tensorflow-gpu (PYTHON):
Affected version(s) >=0.12.0rc0 <2.4.4Fix Suggestion:
Update to version 2.4.4Additional Notes
The description of this vulnerability differs from MITRE.
Related Resources (8)
Do you need more information?
Contact UsCVSS 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 Overflow or Wraparound
EPSS
Base Score:
0.05
