CVE-2026-4538
CVE-2026-4538 is a medium-severity vulnerability in Linuxfoundation Pytorch with a CVSS 3.x base score of 5.3. It is not currently listed as actively exploited by CISA, and its EPSS exploit-prediction score is low. The underlying weakness is classified as CWE-20.
Key facts
- Severity: Medium (CVSS 3.x base score 5.3)
- CVSS v2: 4.3
- CVSS v4: 1.9
- EPSS exploit prediction: 0% (15th percentile)
- Actively exploited: Not listed in CISA KEV
- EU (EUVD) id: EUVD-2026-14280
- Weakness: CWE-20
- Affected product: Linuxfoundation Pytorch
- Published:
- Last modified:
Description
A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loading Handler. The manipulation leads to deserialization. The attack can only be performed from a local environment. The exploit is publicly available and might be used. The project was informed of the problem early through a pull request but has not reacted yet.
Frequently asked questions
- What is CVE-2026-4538?
- A vulnerability was identified in PyTorch 2.10.0. The affected element is an unknown function of the component pt2 Loading Handler. The manipulation leads to deserialization. The attack can only be performed from a local environment. The exploit is publicly available and might be used. The project was informed of the problem early through a pull request but has not reacted yet.
- How severe is CVE-2026-4538?
- CVE-2026-4538 has a CVSS 3.x base score of 5.3, rated medium severity. It is exploitable over local access with low attack complexity, requires low privileges and no user interaction. Impact on confidentiality is low, integrity low, and availability low.
- Is CVE-2026-4538 being actively exploited?
- It is not currently listed in CISA's KEV catalog. Its EPSS exploit-prediction score is 0% (15th percentile), an estimate of the probability of exploitation in the next 30 days.
- What products are affected by CVE-2026-4538?
- CVE-2026-4538 affects Linuxfoundation Pytorch. See the affected-products list for the exact vulnerable versions.
- How do I fix CVE-2026-4538?
- Review the linked vendor and NVD advisories for patched versions and mitigations, then upgrade or apply the recommended workaround.
- Does CVE-2026-4538 have an EU (EUVD) identifier?
- Yes. CVE-2026-4538 is tracked in the ENISA EU Vulnerability Database (EUVD) as EUVD-2026-14280.
- When was CVE-2026-4538 published?
- CVE-2026-4538 was published on 2026-03-22 and last updated on 2026-06-17.
References
- https://github.com/pytorch/pytorch/
- https://github.com/pytorch/pytorch/pull/176791
- https://vuldb.com/?ctiid.352326
- https://vuldb.com/?id.352326
- https://vuldb.com/?submit.774681
Affected products (1)
- cpe:2.3:a:linuxfoundation:pytorch:2.10.0:*:*:*:*:python:*:*
More vulnerabilities in Linuxfoundation Pytorch
- CVE-2025-32434 — Critical (CVSS 9.8): PyTorch is a Python package that provides tensor computation with strong GPU acceleration and deep neural networks…
- CVE-2024-48063 — Critical (CVSS 9.8): In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. NOTE: this is disputed by multiple parties because this…
- CVE-2022-45907 — Critical (CVSS 9.8): In PyTorch before trunk/89695, torch.jit.annotations.parse_type_line can cause arbitrary code execution because eval is…
- CVE-2026-24747 — High (CVSS 8.8): PyTorch is a Python package that provides tensor computation. Prior to version 2.10.0, a vulnerability in PyTorch's…
- CVE-2024-31583 — High (CVSS 7.8): Pytorch before version v2.2.0 was discovered to contain a use-after-free vulnerability in…
- CVE-2025-55560 — High (CVSS 7.5): An issue in pytorch v2.7.0 can lead to a Denial of Service (DoS) when a PyTorch model consists of…
All CVEs affecting Linuxfoundation Pytorch →
Other CWE-20 (Improper Input Validation) vulnerabilities
- CVE-2026-48316 — Critical (CVSS 10.0): ColdFusion versions 2025.9, 2023.20 and earlier are affected by an Improper Input Validation vulnerability that could…
- CVE-2026-48281 — Critical (CVSS 10.0): ColdFusion versions 2025.9, 2023.20 and earlier are affected by an Improper Input Validation vulnerability that could…
- CVE-2026-48277 — Critical (CVSS 10.0): ColdFusion versions 2025.9, 2023.20 and earlier are affected by an Improper Input Validation vulnerability that could…
- CVE-2026-48055 — Critical (CVSS 10.0): Streambert is a cross-platform Electron Desktop App to stream and download any video media. In versions 2.4.0 and…
- CVE-2026-34910 — Critical (CVSS 10.0): A malicious actor with access to the network could exploit an Improper Input Validation vulnerability found in UniFi OS…
- CVE-2026-33587 — Critical (CVSS 10.0): Lack of user input sanitisation in Open Notebook v1.8.3 allows the application user to execute Python code (and…
Browse all CWE-20 (Improper Input Validation) vulnerabilities →