Vulnerability · Published May 14, 2021 · Assigned by GitHub_M
CVE-2021-29603Heap OOB write in TFLite
Low 2.5
In plain English
A low-severity out-of-bounds write in tensorflow from tensorflow. There are no confirmed reports of exploitation so far. The chance it is exploited in the next 30 days is estimated at 0.2% (higher than 10% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.
Official description
TensorFlow is an end-to-end open source platform for machine learning. A specially crafted TFLite model could trigger an OOB write on heap in the TFLite implementation of `ArgMin`/`ArgMax`(https://github.com/tensorflow/tensorflow/blob/102b211d892f3abc14f845a72047809b39cc65ab/tensorflow/lite/kernels/arg_min_max.cc#L52-L59). If `axis_value` is not a value between 0 and `NumDimensions(input)`, then the condition in the `if` is never true, so code writes past the last valid element of `output_dims->data`. 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.
Affected packages & fixed versions
| Ecosystem | Package | Fixed in | Advisory |
|---|---|---|---|
| PyPI | tensorflow | 2.3.3 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow | 2.4.2 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow | 2.1.4 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow | 2.1.4, 2.2.3, 2.3.3, 2.4.2 | PYSEC-2021-240 |
| PyPI | tensorflow | 2.2.3 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow-cpu | 2.4.2 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow-cpu | 2.1.4 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow-cpu | 2.2.3 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow-cpu | 2.3.3 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow-cpu | 2.1.4, 2.2.3, 2.3.3, 2.4.2 | PYSEC-2021-531 |
| PyPI | tensorflow-gpu | 2.3.3 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow-gpu | 2.4.2 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow-gpu | 2.1.4 | GHSA-crch-j389-5f84 |
| PyPI | tensorflow-gpu | 2.1.4, 2.2.3, 2.3.3, 2.4.2 | PYSEC-2021-729 |
| PyPI | tensorflow-gpu | 2.2.3 | GHSA-crch-j389-5f84 |
Affected products (as reported)
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | < 2.1.4>= 2.2.0, < 2.2.3>= 2.3.0, < 2.3.3>= 2.4.0, < 2.4.2 |
Weakness: CWE-787 · Vector: CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L