In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `SparseFillEmptyRowsGrad` implementation has incomplete validation of the shapes of its arguments. Although `reverse_index_map_t` and `grad_values_t` are accessed in a similar pattern, only `reverse_index_map_t` is validated to be of proper shape. Hence, malicious users can pass a bad `grad_values_t` to trigger an assertion failure in `vec`, causing denial of service in serving installations. The issue is patched in commit 390611e0d45c5793c7066110af37c8514e6a6c54, and is released in TensorFlow versions 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1."
History

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cve-icon MITRE Information

Status: PUBLISHED

Assigner: GitHub_M

Published: 2020-09-25T18:40:46

Updated: 2020-10-29T15:06:16

Reserved: 2020-06-25T00:00:00


Link: CVE-2020-15194

JSON object: View

cve-icon NVD Information

Status : Analyzed

Published: 2020-09-25T19:15:14.683

Modified: 2021-08-17T13:21:51.160


Link: CVE-2020-15194

JSON object: View

cve-icon Redhat Information

No data.