CVE-2021-29582CWE-125

Heap OOB read in `tf.raw_ops.Dequantize`

Low · published May 14, 2021

CVSS v3.1
2.5
EPSS
0%
Percentile
9.1
In the wild
Unconfirmed
What it is

TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in `tf.raw_ops.Dequantize`, an attacker can trigger a read from outside of bounds of heap allocated data. The implementation(https://github.com/tensorflow/tensorflow/blob/26003593aa94b1742f34dc22ce88a1e17776a67d/tensorflow/core/kernels/dequantize_op.cc#L106-L131) accesses the `min_range` and `max_range` tensors in parallel but fails to check that they have the same shape. 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.

The record
Technical detail
CVSS v3.1
2.5 · LOW
Vector
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L
CVSS v4.0
Not supplied
EPSS
0.00198 · 9.1th percentile
Weakness
CWE-125 · Out-of-bounds Read
Published
2021-05-14T19:15Z
EPSS history
Timeline
  • 14 MAY 19:15Z
    Heap OOB read in `tf.raw_ops.Dequantize`
    cvelistv5