CVE-2021-37668CWE-369

Division by zero in TensorFlow Lite `tf.raw_ops.UnravelIndex`

Medium · published August 12, 2021

CVSS v3.1
5.5
EPSS
0%
Percentile
4.2
In the wild
Unconfirmed
What it is

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause denial of service in applications serving models using `tf.raw_ops.UnravelIndex` by triggering a division by 0. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/unravel_index_op.cc#L36) does not check that the tensor subsumed by `dims` is not empty. Hence, if one element of `dims` is 0, the implementation does a division by 0. We have patched the issue in GitHub commit a776040a5e7ebf76eeb7eb923bf1ae417dd4d233. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.

The record
Technical detail
CVSS v3.1
5.5 · MEDIUM
Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CVSS v4.0
Not supplied
EPSS
0.00154 · 4.2th percentile
Weakness
CWE-369 · Divide By Zero
Published
2021-08-12T22:30Z
EPSS history
Timeline
  • 12 AUG 22:30Z
    Division by zero in TensorFlow Lite `tf.raw_ops.UnravelIndex`
    cvelistv5