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 |
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 |
Configurations
Configuration 1 (hide)
|
History
21 Nov 2024, 06:01
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 4.6
v3 : 2.5 |
References | () https://github.com/tensorflow/tensorflow/commit/030af767d357d1b4088c4a25c72cb3906abac489 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-452g-f7fp-9jf7 - Exploit, Patch, Third Party Advisory |
Information
Published : 2021-05-14 20:15
Updated : 2024-11-21 06:01
NVD link : CVE-2021-29513
Mitre link : CVE-2021-29513
CVE.ORG link : CVE-2021-29513
JSON object : View
Products Affected
- tensorflow