CVE-2020-15194CWE-20CWE-617

Denial of Service in Tensorflow

Medium · published September 25, 2020

CVSS v3.1
5.3
EPSS
1%
Percentile
63.3
In the wild
Unconfirmed
What it is

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."

The record
Technical detail
CVSS v3.1
5.3 · MEDIUM
Vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
CVSS v4.0
Not supplied
EPSS
0.01026 · 63.3th percentile
Weaknesses
CWE-20 · Improper Input Validation; CWE-617 · Reachable Assertion
Published
2020-09-25T18:40Z
EPSS history
Timeline
  • 25 SEP 18:40Z
    Denial of Service in Tensorflow
    cvelistv5