# Crash due to erroneous \`StatusOr\` in TensorFlow

Advisory record · `GHSA-pqrv-8r2f-7278`

- **Identifiers:** `GHSA-pqrv-8r2f-7278` · `BIT-tensorflow-2022-23590` · `CVE-2022-23590` · `PYSEC-2022-154` · `PYSEC-2022-99` · `PYSEC-2026-3225`
- **State:** Confirmed
- **Severity:** CVSS 5.9 Medium
- **Critical:** No
- **Weakness (CWE):** [CWE-754](https://cwe.mitre.org/data/definitions/754.html)
- **Tags:** [CWE-754](https://agentprime.io/advisories/tag/cwe-754.md)
- **Published:** 9 Feb 2022
- **Updated:** 13 Jul 2026
- **Reviewed by a person:** No

Published by the GitHub Advisory Database at 9 Feb 2022, 23:29 UTC. agentprime has not analysed this yet, so whether it affects any app is not known.

## Affected packages

- `tensorflow` (PyPI): affected `<2.7.1`; fixed in `2.7.1`
- `tensorflow-cpu` (PyPI): affected `<2.7.1`; fixed in `2.7.1`
- `tensorflow-gpu` (PyPI): affected `<2.7.1`; fixed in `2.7.1`

## Machine-written summary

Summary written by Claude Haiku from the source advisory. Not reviewed by a person.

> Three TensorFlow packages (tensorflow, tensorflow-cpu, and tensorflow-gpu) before 2.7.1 are affected. A maliciously altered GraphDef inside a SavedModel can crash the TensorFlow process, so an attacker needs a crafted model file that a user loads. Upgrade to TensorFlow 2.7.1 or later.

Written 6 Nov 2026.

## Not analysed yet

We haven’t published our analysis of this Advisory yet. Once a person has reviewed it, this page will say what’s vulnerable, what has to be true for your app to be affected, and how to check.

## Severity and exploitation

- 5.9 Medium, CVSS 3.1: `CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H`, from CNA (GitHub_M)

- **CISA KEV:** Not listed.
- **EPSS:** 0.0098, the 62nd percentile, on 9 Nov 2026: FIRST’s estimate of the chance of exploitation in the next 30 days.

## Timeline

- 31 Oct 2026, 15:02 UTC: First seen by agentprime
- 31 Oct 2026, 15:02 UTC: [Confirmed by OSV](https://osv.dev/vulnerability/GHSA-pqrv-8r2f-7278)

## Sources

- [GitHub Advisory Database: GHSA-pqrv-8r2f-7278](https://github.com/advisories/GHSA-pqrv-8r2f-7278)
- [OSV: GHSA-pqrv-8r2f-7278](https://osv.dev/vulnerability/GHSA-pqrv-8r2f-7278)
- <https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278>
- <https://nvd.nist.gov/vuln/detail/CVE-2022-23590>
- <https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439>
- <https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-99.yaml>
- <https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-154.yaml>
- <https://github.com/tensorflow/tensorflow>
- <https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567>

Facts on this page come from the GitHub Advisory Database (CC-BY 4.0), OSV and the other sources listed, as published. We don’t reproduce full advisory descriptions, which can contain exploit code.

## Check whether this affects you

A Match means an installed version is in the affected range above. Most don’t affect the app; agentprime hasn’t analysed this one yet.

- With the agentprime MCP server (<https://api.agentprime.io/mcp>), ask your agent to check the project: `check_lockfile` sends a lockfile, `check_packages` a list of installed packages, and both return the Matches and the upgrades that clear them. `get_advisory` returns this record. Setup: <https://agentprime.io/mcp.md>
- In a browser: <https://agentprime.io/check/> reads your lockfile in the browser, never uploading it.
- Whether it touches your code, with file and line: the Claude Code plugin, <https://agentprime.io/plugin.md>
- As JSON: <https://api.agentprime.io/v1/advisories/GHSA-pqrv-8r2f-7278>, or `POST https://api.agentprime.io/v1/match` with your packages (<https://agentprime.io/api.md>)

---

The web page: <https://agentprime.io/advisories/GHSA-pqrv-8r2f-7278/>. Everything for agents: <https://agentprime.io/llms.txt>.