PYSEC-2021-242
Quick fix
PYSEC-2021-242 — tensorflow: upgrade to the fixed version with the command below.
pip install --upgrade 'tensorflow>=7c8cc4ec69cd348e44ad6a2699057ca88faad3e5'Details
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.
Are you affected?
Enter the version of the package you're using.
Affected packages
0Fixed in: 7c8cc4ec69cd348e44ad6a2699057ca88faad3e5pip install --upgrade 'tensorflow>=7c8cc4ec69cd348e44ad6a2699057ca88faad3e5'