CVE-2021-29582

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.
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*

History

20 May 2021, 15:39

Type Values Removed Values Added
CPE cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
CVSS v2 : unknown
v3 : unknown
v2 : 3.6
v3 : 7.1
References (MISC) https://github.com/tensorflow/tensorflow/commit/5899741d0421391ca878da47907b1452f06aaf1b - (MISC) https://github.com/tensorflow/tensorflow/commit/5899741d0421391ca878da47907b1452f06aaf1b - Patch, Third Party Advisory
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c45w-2wxr-pp53 - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c45w-2wxr-pp53 - Exploit, Patch, Third Party Advisory

14 May 2021, 20:56

Type Values Removed Values Added
CWE CWE-125

14 May 2021, 20:15

Type Values Removed Values Added
New CVE

Information

Published : 2021-05-14 20:15

Updated : 2023-12-10 13:55


NVD link : CVE-2021-29582

Mitre link : CVE-2021-29582

CVE.ORG link : CVE-2021-29582


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-125

Out-of-bounds Read