TensorFlow is an end-to-end open source platform for machine learning. Calling TF operations with tensors of non-numeric types when the operations expect numeric tensors result in null pointer dereferences. The conversion from Python array to C++ array(https://github.com/tensorflow/tensorflow/blob/ff70c47a396ef1e3cb73c90513da4f5cb71bebba/tensorflow/python/lib/core/ndarray_tensor.cc#L113-L169) is vulnerable to a type confusion. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/030af767d357d1b4088c4a25c72cb3906abac489 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-452g-f7fp-9jf7 | Exploit Patch Third Party Advisory |
History
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MITRE Information
Status: PUBLISHED
Assigner: GitHub_M
Published: 2021-05-14T19:36:30
Updated: 2021-05-14T19:36:30
Reserved: 2021-03-30T00:00:00
Link: CVE-2021-29513
JSON object: View
NVD Information
Status : Analyzed
Published: 2021-05-14T20:15:11.190
Modified: 2021-07-26T15:57:05.657
Link: CVE-2021-29513
JSON object: View
Redhat Information
No data.