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Positive Technologies
Positive Technologies
added 2025/09/25 12:0 a.m.12 views

PT-2025-39381

Name of the Vulnerable Software and Affected Versions PyTorch versions prior to 2.7.0 Description When torch.compile is used, the FractionalMaxPool2d function exhibits inconsistent results. This issue affects the accuracy of computations involving this specific function within the PyTorch...

5.3CVSS6.5AI score0.0036EPSS
SaveExploits0References18
Vulnrichment
Vulnrichment
added 2025/09/25 12:0 a.m.3 views

CVE-2025-46149

In PyTorch before 2.7.0, when inductor is used, nn.Fold has an assertion error...

6.6AI score0.00338EPSS
SaveExploits0References3
Vulnrichment
Vulnrichment
added 2025/09/25 12:0 a.m.4 views

CVE-2025-46153

PyTorch before 3.7.0 has a bernoullip decompose function in decompositions.py even though it lacks full consistency with the eager CPU implementation, negatively affecting nn.Dropout1d, nn.Dropout2d, and nn.Dropout3d for fallbackrandom=True...

6.6AI score0.00391EPSS
SaveExploits0References5
CVE
CVE
added 2025/09/25 12:0 a.m.42 views

CVE-2025-55552

CVE-2025-55552 concerns PyTorch v2.8.0 exhibiting unexpected behavior when using torch.rot90 and torch.randn_like together. The primary sources state the issue exists in PyTorch 2.8.0 and provide no explicit remediation in the initial description. Some connected advisories note that patched versi...

7.5CVSS6.8AI score0.0039EPSS
SaveExploits0References2Affected Software1
Cvelist
Cvelist
added 2025/09/25 12:0 a.m.27 views

CVE-2025-46148

In PyTorch through 2.6.0, when eager is used, nn.PairwiseDistancep=2 produces incorrect results...

0.00377EPSS
SaveExploits0References4
Cvelist
Cvelist
added 2025/09/25 12:0 a.m.16 views

CVE-2025-55557

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...

0.00381EPSS
SaveExploits0References3
Positive Technologies
Positive Technologies
added 2025/09/25 12:0 a.m.6 views

PT-2025-39379

Name of the Vulnerable Software and Affected Versions PyTorch versions through 2.6.0 Description When eager mode is used, the nn.PairwiseDistancep=2 function in PyTorch produces incorrect results. The p parameter in the nn.PairwiseDistance function determines the distance metric. A value of 2...

5.3CVSS6.7AI score0.00377EPSS
SaveExploits0References17
Positive Technologies
Positive Technologies
added 2025/09/25 12:0 a.m.6 views

PT-2025-39415

Name of the Vulnerable Software and Affected Versions pytorch version 2.7.0 Description A Name Error occurs when a PyTorch model includes torch.cummin and is compiled by Inductor, resulting in a Denial of Service DoS. The issue involves a naming conflict during the compilation process, leading to...

7.5CVSS6.2AI score0.00381EPSS
SaveExploits0References16
CVE
CVE
added 2025/09/25 12:0 a.m.39 views

CVE-2025-46152

CVE-2025-46152 affects PyTorch where bitwise_right_shift can produce incorrect output for certain out-of-bounds values of the OTHER argument. Affected versions include PyTorch before 2.7.0; a patched version is available. The connected Mariner data notes PyTorch packages less than 2.2.2-9 are aff...

5.3CVSS6.6AI score0.00423EPSS
SaveExploits0References3Affected Software1
Cvelist
Cvelist
added 2025/09/25 12:0 a.m.17 views

CVE-2025-46152

In PyTorch before 2.7.0, bitwiserightshift produces incorrect output for certain out-of-bounds values of the "other" argument...

0.00423EPSS
SaveExploits0References3
Vulnrichment
Vulnrichment
added 2025/09/25 12:0 a.m.1 views

CVE-2025-46152

In PyTorch before 2.7.0, bitwiserightshift produces incorrect output for certain out-of-bounds values of the "other" argument...

6.6AI score0.00423EPSS
SaveExploits0References3
CNNVD
CNNVD
added 2025/09/25 12:0 a.m.12 views

PyTorch 安全漏洞

PyTorch is a Python package open-sourced by PyTorch. PyTorch= suffers from a buffer overflow vulnerability that stems from a boundary error in the PyTorch model compilation when handling untrusted input, which can be exploited by an attacker to cause a denial of service...

7.5CVSS7.1AI score0.00424EPSS
SaveExploits0References3
CNNVD
CNNVD
added 2025/09/25 12:0 a.m.7 views

PyTorch 安全漏洞

PyTorch is a Python package open-sourced by PyTorch. PyTorch suffers from a security vulnerability that stems from unexpected behavior when the torch.rot90 and torch.randnlike components are used together, no details of the vulnerability are provided at this time...

7.5CVSS6.8AI score0.0039EPSS
SaveExploits0References2
CVE
CVE
added 2025/09/25 12:0 a.m.62 views

CVE-2025-55560

CVE-2025-55560 affects PyTorch where a model using torch.Tensor.to_sparse() and torch.Tensor.to_dense() compiled by Inductor can cause a DoS. Connected advisories specify affected package versions: PyTorch < 2.0.0-11 and PyTorch

7.5CVSS6.5AI score0.00384EPSS
SaveExploits0References3Affected Software1
CNNVD
CNNVD
added 2025/09/25 12:0 a.m.9 views

PyTorch 安全漏洞

PyTorch is a Python package open-sourced by PyTorch. PyTorch suffers from an information disclosure vulnerability that stems from FractionalMaxPool2d producing inconsistent results when using torch.compile, no details of the vulnerability are provided at this time...

5.3CVSS6.3AI score0.0036EPSS
SaveExploits0References4
CVE
CVE
added 2025/09/25 12:0 a.m.36 views

CVE-2025-46149

CVE-2025-46149 is linked to PyTorch, affecting versions before 2.7.0. When using inductor, nn.Fold triggers an assertion error, per the IBM security bulletin listing this CVE among multiple PyTorch-related issues. The IBM entry provides the concrete detail that the vulnerability manifests as an a...

5.3CVSS6.6AI score0.00338EPSS
SaveExploits0References3Affected Software1
Cvelist
Cvelist
added 2025/09/25 12:0 a.m.13 views

CVE-2025-46150

In PyTorch before 2.7.0, when torch.compile is used, FractionalMaxPool2d has inconsistent results...

0.0036EPSS
SaveExploits0References4
Vulnrichment
Vulnrichment
added 2025/09/25 12:0 a.m.3 views

CVE-2025-55558

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...

6.9AI score0.00424EPSS
SaveExploits0References3
Vulnrichment
Vulnrichment
added 2025/09/25 12:0 a.m.2 views

CVE-2025-55552

pytorch v2.8.0 was discovered to display unexpected behavior when the components torch.rot90 and torch.randnlike are used together...

6.8AI score0.0039EPSS
SaveExploits0References2
Vulnrichment
Vulnrichment
added 2025/09/25 12:0 a.m.3 views

CVE-2025-55560

An issue in pytorch v2.7.0 can lead to a Denial of Service DoS when a PyTorch model consists of torch.Tensor.tosparse and torch.Tensor.todense and is compiled by Inductor...

6.5AI score0.00384EPSS
SaveExploits0References3
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