# PyTorch Lightning denial of service vulnerability

Advisory record · `GHSA-98fp-7v67-4v3q`

- **Identifiers:** `GHSA-98fp-7v67-4v3q` · `CVE-2024-8020` · `PYSEC-2026-1857` · `PYSEC-2026-3971`
- **State:** Confirmed
- **Severity:** CVSS 7.5 High
- **Critical:** No
- **Weakness (CWE):** [CWE-248](https://cwe.mitre.org/data/definitions/248.html)
- **Tags:** [CWE-248](https://agentprime.io/advisories/tag/cwe-248.md)
- **Published:** 20 Mar 2025
- **Updated:** 10 Sept 2026
- **Reviewed by a person:** No

Published by the GitHub Advisory Database at 20 Mar 2025, 12:32 UTC. agentprime has not analysed this yet, so whether it affects any app is not known.

## Affected packages

- `pytorch-lightning` (PyPI): affected `<=2.3.2`; no fixed version yet

## Machine-written summary

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

> PyTorch Lightning versions up to and including 2.3.2 are affected. An attacker who can send network requests to a LightningApp server can send an unexpected POST request to its /api/v1/state endpoint, which makes the server shut down, causing a denial of service. No fixed version is listed.

Written 1 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

- 7.5 High, CVSS 3.0: `CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H`, from CNA (@huntr_ai)

- **CISA KEV:** Not listed.
- **EPSS:** 0.0064, the 51st percentile, on 8 Nov 2026: FIRST’s estimate of the chance of exploitation in the next 30 days.

## Timeline

- 31 Oct 2026, 14:10 UTC: First seen by agentprime
- 31 Oct 2026, 14:10 UTC: [Confirmed by OSV](https://osv.dev/vulnerability/GHSA-98fp-7v67-4v3q)

## Sources

- [GitHub Advisory Database: GHSA-98fp-7v67-4v3q](https://github.com/advisories/GHSA-98fp-7v67-4v3q)
- [OSV: GHSA-98fp-7v67-4v3q](https://osv.dev/vulnerability/GHSA-98fp-7v67-4v3q)
- <https://nvd.nist.gov/vuln/detail/CVE-2024-8020>
- <https://github.com/Lightning-AI/pytorch-lightning>
- <https://huntr.com/bounties/8b642a78-2b80-4fb0-9b2f-8ba0ff37db6a>

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-98fp-7v67-4v3q>, or `POST https://api.agentprime.io/v1/match` with your packages (<https://agentprime.io/api.md>)

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The web page: <https://agentprime.io/advisories/GHSA-98fp-7v67-4v3q/>. Everything for agents: <https://agentprime.io/llms.txt>.