CVE-2020-26268
December 10, 2020
In affected versions of TensorFlow the tf.raw_ops.ImmutableConst operation returns a constant tensor created from a memory mapped file which is assumed immutable. However, if the type of the tensor is not an integral type, the operation crashes the Python interpreter as it tries to write to the memory area. If the file is too small, TensorFlow properly returns an error as the memory area has fewer bytes than what is needed for the tensor it creates. However, as soon as there are enough bytes, the above snippet causes a segmentation fault. This is because the allocator used to return the buffer data is not marked as returning an opaque handle since the needed virtual method is not overridden. 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) >=2.2.0 <2.2.2Fix Suggestion:
Update to version 2.2.2tensorflow-cpu (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-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-gpu (PYTHON):
Affected version(s) >=2.3.0 <2.3.2Fix Suggestion:
Update to version 2.3.2tensorflow (PYTHON):
Affected version(s) >=2.0.0 <2.0.4Fix Suggestion:
Update to version 2.0.4tensorflow (PYTHON):
Affected version(s) >=2.3.0 <2.3.2Fix Suggestion:
Update to version 2.3.2tensorflow (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 (PYTHON):
Affected version(s) >=0.11.0rc2 <1.15.5Fix Suggestion:
Update to version 1.15.5tensorflow (PYTHON):
Affected version(s) >=2.2.0 <2.2.2Fix Suggestion:
Update to version 2.2.2Related ResourcesĀ (7)
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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:
3.6
Access Vector
LOCAL
Access Complexity
LOW
Authentication
NONE
Confidentiality Impact
NONE
Integrity Impact
PARTIAL
Availability Impact
PARTIAL
Weakness Type (CWE)
Modification of Assumed-Immutable Data (MAID)
EPSS
Base Score:
0.02