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TI-2025-02616 Aliases CVE-2025-3001GHSA-qfhq-4f3w-5fph

PyTorch torch.lstm_cell memory corruption

Priority MEDIUM 55CWE-119Published · Updated

Key facts

Attack vector
Local
Privileges required
Low
User interaction
None
Attack complexity
Low
Attack requirements
None
Impact type
—
Confidentiality · integrity · availability
Low · Low · Low
Fix status
Fixed

Attack profile from CVSS 4.0 · CNA. Fix status from CNA and GitHub.

Summary

A vulnerability classified as critical was found in PyTorch 2.6.0. This vulnerability affects the function torch.lstm_cell. The manipulation leads to memory corruption. The attack needs to be approached locally. The exploit has been disclosed to the public and may be used.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00202 10th percentileScored 2026-11-07
Public exploit Yes 1 exploit referenceTagged by the CNA
Fix Fixed torch (PyPI): 2.10.0

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation
Poc
Automatable
No
Technical impact
Partial

The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.

Affected products

VendorProductAffected versionsFixed inStatusSource
—PyTorch2.6.0—No fix listedCNA
—torch (PyPI)before 2.10.02.10.0Patch availableGHSA-qfhq-4f3w-5fph
  • PyTorch Vendor— Affected 2.6.0 Fixed in — No fix listed CNA
  • torch (PyPI) Vendor— Affected before 2.10.0 Fixed in 2.10.0 Patch available GHSA-qfhq-4f3w-5fph

CPE configurations NVD · 1

CPEVersionsRoleVendor
cpe:2.3:a:linuxfoundation:pytorch:2.6.0:-:*:*:*:python:*:*2.6.0Vulnerablebackstage
  • cpe:2.3:a:linuxfoundation:pytorch:2.6.0:-:*:*:*:python:*:* Versions 2.6.0 Vulnerable ·backstage

Remediation

  • Fix · GHSA-qfhq-4f3w-5fph torch (PyPI) Fixed in 2.10.0 Advisory →

Timeline

  1. 2026-10-02 Threatist record created from CVE-2025-3001
  2. 2026-10-03 Alias added: GHSA-qfhq-4f3w-5fph

References

Exploit 1

Advisory 2

Other 3

  • TI-2024-32257 In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. CVSS 3.1CRITICAL 9.8
  • TI-2025-35037 A Name Error occurs in pytorch v2.7.0 when a PyTorch model consists of torch.cummin and… CVSS 3.1HIGH 7.5
  • TI-2025-35034 A syntax error in the component proxy_tensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service (DoS). CVSS 3.1HIGH 7.5
  • TI-2025-35033 pytorch v2.8.0 was discovered to display unexpected behavior when the components… CVSS 3.1HIGH 7.5
  • TI-2025-35032 An issue in the component torch.linalg.lu of pytorch v2.8.0 allows attackers to cause a… CVSS 3.1HIGH 7.5
  • TI-2025-35038 A buffer overflow occurs in pytorch v2.7.0 when a PyTorch model consists of… CVSS 3.1HIGH 7.5
See all 30 →

Sources

This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences