0.0
NA
CVE-2025-55558
PyTorch Denial of Service Buffer Overflow
Description

A buffer overflow occurs in pytorch v2.7.0 when a PyTorch model consists of torch.nn.Conv2d, torch.nn.functional.hardshrink, and torch.Tensor.view-torch.mv() and is compiled by Inductor, leading to a Denial of Service (DoS).

INFO

Published Date :

Sept. 25, 2025, 4:15 p.m.

Last Modified :

Sept. 25, 2025, 4:15 p.m.

Remotely Exploit :

No
Affected Products

The following products are affected by CVE-2025-55558 vulnerability. Even if cvefeed.io is aware of the exact versions of the products that are affected, the information is not represented in the table below.

No affected product recoded yet

Solution
Update PyTorch to a version that patches the buffer overflow vulnerability.
  • Update PyTorch to the latest secure version.
  • Recompile the model with the updated PyTorch.
  • Test the application thoroughly after updating.
References to Advisories, Solutions, and Tools

Here, you will find a curated list of external links that provide in-depth information, practical solutions, and valuable tools related to CVE-2025-55558.

URL Resource
https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc
https://github.com/pytorch/pytorch/issues/151523
https://github.com/pytorch/pytorch/pull/151887
CWE - Common Weakness Enumeration

While CVE identifies specific instances of vulnerabilities, CWE categorizes the common flaws or weaknesses that can lead to vulnerabilities. CVE-2025-55558 is associated with the following CWEs:

Common Attack Pattern Enumeration and Classification (CAPEC)

Common Attack Pattern Enumeration and Classification (CAPEC) stores attack patterns, which are descriptions of the common attributes and approaches employed by adversaries to exploit the CVE-2025-55558 weaknesses.

We scan GitHub repositories to detect new proof-of-concept exploits. Following list is a collection of public exploits and proof-of-concepts, which have been published on GitHub (sorted by the most recently updated).

Results are limited to the first 15 repositories due to potential performance issues.

The following list is the news that have been mention CVE-2025-55558 vulnerability anywhere in the article.

The following table lists the changes that have been made to the CVE-2025-55558 vulnerability over time.

Vulnerability history details can be useful for understanding the evolution of a vulnerability, and for identifying the most recent changes that may impact the vulnerability's severity, exploitability, or other characteristics.

  • New CVE Received by [email protected]

    Sep. 25, 2025

    Action Type Old Value New Value
    Added Description A buffer overflow occurs in pytorch v2.7.0 when a PyTorch model consists of torch.nn.Conv2d, torch.nn.functional.hardshrink, and torch.Tensor.view-torch.mv() and is compiled by Inductor, leading to a Denial of Service (DoS).
    Added Reference https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14d8706749efc
    Added Reference https://github.com/pytorch/pytorch/issues/151523
    Added Reference https://github.com/pytorch/pytorch/pull/151887
EPSS is a daily estimate of the probability of exploitation activity being observed over the next 30 days. Following chart shows the EPSS score history of the vulnerability.
Vulnerability Scoring Details
No CVSS metrics available for this vulnerability.