cbcvebase.
CVE-2020-15194
published 2020-09-25

CVE-2020-15194: 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…

PriorityP426medium5.3CVSS 3.1
AVNACLPRNUINSUCNINAL
EPSS
1.03%
60.0th percentile
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."

Affected

18 ranges
VendorProductVersion rangeFixed in
debiantensorflow——
googletensorflow< 1.15.41.15.4
googletensorflow>= 2.0.0 < 2.0.32.0.3
googletensorflow>= 2.1.0 < 2.1.22.1.2
googletensorflow>= 2.2.0 < 2.2.12.2.1
googletensorflow>= 2.3.0 < 2.3.12.3.1
inteloptimization_for_tensorflow>= 0 < 1.15.41.15.4
inteloptimization_for_tensorflow>= 0 < 390611e0d45c5793c7066110af37c8514e6a6c54390611e0d45c5793c7066110af37c8514e6a6c54
inteloptimization_for_tensorflow>= 2.0.0 < 2.0.32.0.3
inteloptimization_for_tensorflow>= 2.1.0 < 2.1.22.1.2
inteloptimization_for_tensorflow>= 2.2.0 < 2.2.12.2.1
inteloptimization_for_tensorflow>= 2.3.0 < 2.3.12.3.1
opensuseleap——
tensorflowtensorflow< 1.15.41.15.4
tensorflowtensorflow——
tensorflowtensorflow——
tensorflowtensorflow——
tensorflowtensorflow——

CVSS provenance

nvdv3.15.3MEDIUMCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
nvdv2.05.0MEDIUMAV:N/AC:L/Au:N/C:N/I:N/A:P
vendor_debian5.3LOW
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