VDB

CVE-2021-29605

CVE-2021-29605 PUBLISHED CVSS 5.5 MEDIUM

TensorFlow is an end-to-end open source platform for machine learning. The TFLite code for allocating `TFLiteIntArray`s is vulnerable to an integer overflow issue(https://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.c#L24-L27). An attacker can craft a model such that the `size` multiplier is so large that the return value overflows the `int` datatype and becomes negative. In turn, this results in invalid value being given to `malloc`(https://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.c#L47-L52). In this case, `ret->size` would dereference an invalid pointer. 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.

EPSS 0.22% · 12.9th percentile

Risk Scores

CVSS 3.1
5.5
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
EPSS Score
0.22%
12.9th percentile

Affected Products

VendorProductVersions
Bitnamitensorflow2.2.0, 2.3.0, 0
Bitnamitensorflow0, 2.2.0, 2.3.0

Timeline

  • May 14, 2021 CVE Published
  • May 15, 2021 EPSS Score
  • Jul 18, 2021 EPSS Score
  • Sep 18, 2021 EPSS Score
  • Nov 19, 2021 EPSS Score
  • Jan 6, 2022 EPSS Score
  • Mar 22, 2022 EPSS Score
  • Apr 1, 2022 EPSS Score
  • May 23, 2022 EPSS Score
  • Jul 25, 2022 EPSS Score
  • Sep 25, 2022 EPSS Score
  • Nov 26, 2022 EPSS Score
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