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CVE
CVE
•added 2025/09/25 12:00 a.m.•95 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

7.5CVSS7.2AI score0.00408EPSS
SaveExploits0References3Affected Software1
Cvelist
Cvelist
•added 2025/09/25 12:00 a.m.•22 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...

0.00419EPSS
SaveExploits0References5
CVE
CVE
•added 2025/09/25 12:00 a.m.•57 views

CVE-2025-46149

The PyTorch machine learning framework (versions before 2.7.0 ) contains a vulnerability where the nn.Fold module triggers an assertion error when the inductor is used. While some reports suggest this could lead to a denial-of-service attack or is related to buffer overflow issues, specific detai...

5.3CVSS6AI score0.00363EPSS
SaveExploits0References3Affected Software1
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2025/09/25 12:00 a.m.•4 views

CVE-2025-55558: Uncontrolled Resource Consumption

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...

7.5CVSS7.5AI score0.0045EPSS
SaveExploits0References1
Positive Technologies
Positive Technologies
•added 2025/09/25 12:00 a.m.•9 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...

5.3CVSS6.1AI score0.00401EPSS
SaveExploits0References17
Mend
Mend
•added 2025/09/25 12:00 a.m.•6 views

CVE-2025-55554

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nantonum-.long...

6.9CVSS6.1AI score0.00315EPSS
SaveExploits0References4
Cvelist
Cvelist
•added 2025/09/25 12:00 a.m.•20 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...

0.00418EPSS
SaveExploits0References2
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2025/09/25 12:00 a.m.•5 views

CVE-2025-55560: Uncontrolled Resource Consumption

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...

7.5CVSS7.2AI score0.00408EPSS
SaveExploits0References1
Vulnrichment
Vulnrichment
•added 2025/09/25 12:00 a.m.•7 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...

7.2AI score0.00408EPSS
SaveExploits0References3
Positive Technologies
Positive Technologies
•added 2025/09/25 12:00 a.m.•12 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...

7.5CVSS7.2AI score0.00408EPSS
SaveExploits0References16
CVE
CVE
•added 2025/09/25 12:00 a.m.•65 views

CVE-2025-46152

The PyTorch machine learning framework contains a security vulnerability in the torch.bitwise_right_shift interface. The flaw occurs because the function mishandles out-of-bounds values for the **

5.3CVSS6.1AI score0.00453EPSS
SaveExploits0References3Affected Software1
Mend
Mend
•added 2025/09/25 12:00 a.m.•4 views

CVE-2025-55551

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...

8.7CVSS6.4AI score0.00423EPSS
SaveExploits0References4
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2025/09/25 12:00 a.m.•3 views

CVE-2025-55554: Integer Overflow or Wraparound

pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nantonum-.long...

5.3CVSS6.1AI score0.00315EPSS
SaveExploits0References1
Positive Technologies
Positive Technologies
•added 2025/09/25 12:00 a.m.•13 views

PT-2025-39382

Name of the Vulnerable Software and Affected Versions PyTorch versions prior to 2.7.0 Description The bitwise right shift function in PyTorch produces incorrect output when the other argument has certain out-of-bounds values. This issue affects versions prior to 2.7.0. Recommendations Update to...

5.3CVSS5.9AI score0.00453EPSS
SaveExploits0References16
Cvelist
Cvelist
•added 2025/09/25 12:00 a.m.•31 views

CVE-2025-55553

A syntax error in the component proxytensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service DoS...

0.00408EPSS
SaveExploits0References3
Cvelist
Cvelist
•added 2025/09/25 12:00 a.m.•38 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...

0.00408EPSS
SaveExploits0References3
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2025/09/25 12:00 a.m.•3 views

CVE-2025-46148: Undefined Security Weakness

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

5.3CVSS6.1AI score0.00401EPSS
SaveExploits0References1
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2025/09/25 12:00 a.m.•5 views

CVE-2025-55553: Uncaught Exception

A syntax error in the component proxytensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service DoS...

7.5CVSS7.2AI score0.00408EPSS
SaveExploits0References1
osv_cve
osv_cve
•added 2025/09/25 12:00 a.m.•14 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...

7.5CVSS7.3AI score
SaveExploits0References5
osv_cve
osv_cve
•added 2025/09/25 12:00 a.m.•18 views

CVE-2025-46150

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

5.3CVSS7AI score
SaveExploits0References6
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