CVE-2019-16778CWE-122

Heap buffer overflow in `UnsortedSegmentSum` in TensorFlow

Low · published December 16, 2019

CVSS v3.1
2.6
EPSS
1%
Percentile
55.7
In the wild
Unconfirmed
What it is

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case data_size and num_segments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory. This is unlikely to be exploitable and was detected and fixed internally in TensorFlow 1.15 and 2.0.

The record
Technical detail
CVSS v3.1
2.6 · LOW
Vector
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:L
CVSS v4.0
Not supplied
EPSS
0.00788 · 55.7th percentile
Weakness
CWE-122 · Heap-based Buffer Overflow
Published
2019-12-16T20:15Z
EPSS history
Timeline
  • 16 DEC 20:15Z
    Heap buffer overflow in `UnsortedSegmentSum` in TensorFlow
    cvelistv5