CVE-2021-37641Out-of-bounds Read in Tensorflow

CWE-125Out-of-bounds Read6 documents5 sources
Severity
7.1HIGHNVD
CNA7.3
EPSS
0.0%
top 97.76%
CISA KEV
Not in KEV
Exploit
No known exploits
Timeline
PublishedAug 12
Latest updateAug 25

Description

TensorFlow is an end-to-end open source platform for machine learning. In affected versions if the arguments to `tf.raw_ops.RaggedGather` don't determine a valid ragged tensor code can trigger a read from outside of bounds of heap allocated buffers. The [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/ragged_gather_op.cc#L70) directly reads the first dimension of a tensor shape before checking that said tensor has ran

CVSS vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:HExploitability: 1.8 | Impact: 5.2

Affected Packages3 packages

NVDgoogle/tensorflow2.3.02.3.4+3
CVEListV5tensorflow/tensorflow< 2.3.4+2
PyPIintel/optimization_for_tensorflow2.4.02.4.3+4

Patches

🔴Vulnerability Details

4
GHSA
Heap OOB in `RaggedGather`2021-08-25
OSV
Heap OOB in `RaggedGather`2021-08-25
OSV
CVE-2021-37641: TensorFlow is an end-to-end open source platform for machine learning2021-08-12
CVEList
Heap OOB in `RaggedGather` in TensorFlow2021-08-12

📋Vendor Advisories

1
Debian
CVE-2021-37641: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. In affect...2021
CVE-2021-37641 — Out-of-bounds Read in Tensorflow | cvebase