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.
References
Link | Resource |
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https://github.com/tensorflow/tensorflow/commit/c1e1fc899ad5f8c725dcbb6470069890b5060bc7 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hhvc-g5hv-48c6 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/c1e1fc899ad5f8c725dcbb6470069890b5060bc7 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hhvc-g5hv-48c6 | Exploit Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 05:19
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/commit/c1e1fc899ad5f8c725dcbb6470069890b5060bc7 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hhvc-g5hv-48c6 - Exploit, Third Party Advisory |
Information
Published : 2020-12-10 23:15
Updated : 2024-11-21 05:19
NVD link : CVE-2020-26268
Mitre link : CVE-2020-26268
CVE.ORG link : CVE-2020-26268
JSON object : View
Products Affected
- tensorflow
CWE