CVE-2020-26270
December 10, 2020
In affected versions of TensorFlow running an LSTM/GRU model where the LSTM/GRU layer receives an input with zero-length results in a CHECK failure when using the CUDA backend. This can result in a query-of-death vulnerability, via denial of service, if users can control the input to the layer. This is fixed in versions 1.15.5, 2.0.4, 2.1.3, 2.2.2, 2.3.2, and 2.4.0.
Affected Packages
tensorflow-cpu (PYTHON):
Affected version(s) >=2.3.0 <2.3.2Fix Suggestion:
Update to version 2.3.2tensorflow-gpu (PYTHON):
Affected version(s) >=2.2.0 <2.2.2Fix Suggestion:
Update to version 2.2.2tensorflow-cpu (PYTHON):
Affected version(s) >=2.1.0 <2.1.3Fix Suggestion:
Update to version 2.1.3tensorflow-gpu (PYTHON):
Affected version(s) >=0.12.0rc0 <1.15.5Fix Suggestion:
Update to version 1.15.5tensorflow (PYTHON):
Affected version(s) >=2.3.0 <2.3.2Fix Suggestion:
Update to version 2.3.2tensorflow-gpu (PYTHON):
Affected version(s) >=2.0.0 <2.0.4Fix Suggestion:
Update to version 2.0.4tensorflow (PYTHON):
Affected version(s) >=0.11.0rc2 <1.15.5Fix Suggestion:
Update to version 1.15.5tensorflow (PYTHON):
Affected version(s) >=2.1.0 <2.1.3Fix Suggestion:
Update to version 2.1.3tensorflow-gpu (PYTHON):
Affected version(s) >=2.1.0 <2.1.3Fix Suggestion:
Update to version 2.1.3tensorflow-gpu (PYTHON):
Affected version(s) >=2.3.0 <2.3.2Fix Suggestion:
Update to version 2.3.2tensorflow-cpu (PYTHON):
Affected version(s) >=2.2.0 <2.2.2Fix Suggestion:
Update to version 2.2.2tensorflow (PYTHON):
Affected version(s) >=2.0.0 <2.0.4Fix Suggestion:
Update to version 2.0.4tensorflow (PYTHON):
Affected version(s) >=2.2.0 <2.2.2Fix Suggestion:
Update to version 2.2.2Related Resources (7)
Do you need more information?
Contact UsCVSS v4
Base Score:
4.8
Attack Vector
LOCAL
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
NONE
Vulnerable System Confidentiality
NONE
Vulnerable System Integrity
LOW
Vulnerable System Availability
LOW
Subsequent System Confidentiality
NONE
Subsequent System Integrity
NONE
Subsequent System Availability
NONE
CVSS v3
Base Score:
4.4
Attack Vector
LOCAL
Attack Complexity
LOW
Privileges Required
LOW
User Interaction
NONE
Scope
UNCHANGED
Confidentiality
NONE
Integrity
LOW
Availability
LOW
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)
Improper Input Validation
EPSS
Base Score:
0.02
