TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to `nullptr`. This occurs whenever the dimensions of `a` or `b` are 0 or less. In the case on one of these is 0, an empty output tensor should be allocated (to conserve the invariant that output tensors are always allocated when the operation is successful) but nothing should be written to it (that is, we should return early from the kernel implementation). Otherwise, attempts to write to this empty tensor would result in heap OOB access. 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.
References
Link | Resource |
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https://github.com/tensorflow/tensorflow/commit/e6cf28c72ba2eb949ca950d834dd6d66bb01cfae | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4f99-p9c2-3j8x | Exploit Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/e6cf28c72ba2eb949ca950d834dd6d66bb01cfae | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4f99-p9c2-3j8x | Exploit Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:25
Type | Values Removed | Values Added |
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References | () https://github.com/tensorflow/tensorflow/commit/e6cf28c72ba2eb949ca950d834dd6d66bb01cfae - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4f99-p9c2-3j8x - Exploit, Patch, Third Party Advisory |
Information
Published : 2021-11-05 21:15
Updated : 2024-11-21 06:25
NVD link : CVE-2021-41219
Mitre link : CVE-2021-41219
CVE.ORG link : CVE-2021-41219
JSON object : View
Products Affected
- tensorflow