Linuxfoundation: >> Pytorch >> 2.4.0 Security Vulnerabilities
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
0.001
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
0.0
Published
2025-09-25
An issue in the component torch.linalg.lu of pytorch v2.8.0 allows attackers to cause a Denial of Service (DoS) when performing a slice operation.
CVSS Score
7.5
EPSS Score
0.001
Published
2025-09-25
PyTorch is a Python package that provides tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system. In version 2.5.1 and prior, a Remote Command Execution (RCE) vulnerability exists in PyTorch when loading a model using torch.load with weights_only=True. This issue has been patched in version 2.6.0.
CVSS Score
9.8
EPSS Score
0.002
Published
2025-04-18
In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. NOTE: this is disputed by multiple parties because this is intended behavior in PyTorch distributed computing.
CVSS Score
9.8
EPSS Score
0.152
Published
2024-10-29
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