Linuxfoundation: >> Pytorch Security Vulnerabilities
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.
CVSS Score
1.9
EPSS Score
0.0
Published
2026-03-22
PyTorch is a Python package that provides tensor computation. Prior to version 2.10.0, a vulnerability in PyTorch's `weights_only` unpickler allows an attacker to craft a malicious checkpoint file (`.pth`) that, when loaded with `torch.load(..., weights_only=True)`, can corrupt memory and potentially lead to arbitrary code execution. Version 2.10.0 fixes the issue.
CVSS Score
8.8
EPSS Score
0.001
Published
2026-01-27
An issue was discovered in PyTorch v2.5 and v2.7.1. Omission of profiler.stop() can cause torch.profiler.profile (PythonTracer) to crash or hang during finalization, leading to a Denial of Service (DoS).
CVSS Score
3.3
EPSS Score
0.0
Published
2025-11-12
An issue in pytorch v2.7.0 can lead to a Denial of Service (DoS) when a PyTorch model consists of torch.Tensor.to_sparse() and torch.Tensor.to_dense() and is compiled by Inductor.
CVSS Score
7.5
EPSS Score
0.002
Published
2025-09-25
pytorch v2.8.0 was discovered to display unexpected behavior when the components torch.rot90 and torch.randn_like are used together.
CVSS Score
7.5
EPSS Score
0.001
Published
2025-09-25
A syntax error in the component proxy_tensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service (DoS).
CVSS Score
7.5
EPSS Score
0.001
Published
2025-09-25
pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().
CVSS Score
5.3
EPSS Score
0.001
Published
2025-09-25
A Name Error occurs in pytorch v2.7.0 when a PyTorch model consists of torch.cummin and is compiled by Inductor, leading to a Denial of Service (DoS).
CVSS Score
7.5
EPSS Score
0.001
Published
2025-09-25
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).
CVSS Score
7.5
EPSS Score
0.001
Published
2025-09-25
In PyTorch through 2.6.0, when eager is used, nn.PairwiseDistance(p=2) produces incorrect results.
CVSS Score
5.3
EPSS Score
0.001
Published
2025-09-25
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