1844 matches found
Improper Validation of Specified Quantity in Input
Overview Affected versions of this package are vulnerable to Improper Validation of Specified Quantity in Input in the ModularIndexing function when Inductor config is set to constantandindexpropagation=False. An attacker can cause incorrect computation results by supplying crafted input data...
Use of Out-of-range Pointer Offset
Overview torch is a Tensors and Dynamic neural networks in Python with strong GPU acceleration Affected versions of this package are vulnerable to Use of Out-of-range Pointer Offset via the fractionalmaxpool function in torch.nn.FractionalMaxPool2d component when used with torch.compile. An...
Use of Out-of-range Pointer Offset
Overview Affected versions of this package are vulnerable to Use of Out-of-range Pointer Offset via the fractionalmaxpool function in torch.nn.FractionalMaxPool2d component when used with torch.compile. An attacker can cause inconsistent computational results by exploiting this behavior,...
Inefficient CPU Computation
Overview Affected versions of this package are vulnerable to Inefficient CPU Computation due to inconsistent behavior in the bernoullip function when used in RNG nn.Dropout1d, nn.Dropout2d, and nn.Dropout3d. An attacker can cause unintended or incorrect dropout behavior in neural network layers b...
Reachable Assertion
Overview Affected versions of this package are vulnerable to Reachable Assertion via the nn.Fold function when used with inductor. An attacker can cause the application to terminate unexpectedly by triggering a buffer overflow error. Remediation Upgrade pytorch/pytorch to version 2.7.0-rc1 or...
PT-2025-39416
Name of the Vulnerable Software and Affected Versions pytorch version 2.7.0 Description A buffer overflow can occur when a PyTorch model includes torch.nn.Conv2d, torch.nn.functional.hardshrink, and torch.Tensor.view-torch.mv and is compiled using Inductor. This can lead to a Denial of Service Do...
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...
Incorrect Bitwise Shift of Integer
Overview Affected versions of this package are vulnerable to Incorrect Bitwise Shift of Integer in the torch.bitwiserightshift function. An attacker can modify data integrity by leveraging local access with low privileges even if config.fallbackrandom is set to True. Remediation Upgrade...
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...
PT-2025-39412
Name of the Vulnerable Software and Affected Versions pytorch version 2.7.0 Description A syntax error in the proxy tensor.py component can lead to a Denial of Service DoS. Recommendations At the moment, there is no information about a newer version that contains a fix for this vulnerability...
CVE-2025-55558
A buffer overflow vulnerability exists in pytorch v2.7.0 caused by a boundary error during model compilation when handling untrusted input. The flaw is triggered when a model contains a specific combination of torch.nn.Conv2d , torch.nn.functional.hardshrink , and torch.Tensor.view-torch.mv() and...
CVE-2025-46149
In PyTorch before 2.7.0, when inductor is used, nn.Fold has an assertion error...
PyTorch 安全漏洞
PyTorch is a Python package open-sourced by PyTorch. PyTorch suffers from a security vulnerability that stems from an inconsistency between the bernoullip decomposition function and the CPU implementation, no details of the vulnerability are provided at this time...
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...
CVE-2025-46153
The PyTorch machine learning framework (versions before 3.7.0 ) contains a vulnerability in the bernoulli_p decompose function located in decompositions.py . The issue stems from a lack of full consistency with the eager CPU implementation, which negatively impacts nn.Dropout1d , nn.Dropout2d , a...
PyTorch 安全漏洞
PyTorch is a Python package open-sourced by PyTorch. PyTorch suffers from an information disclosure vulnerability that stems from nn.PairwiseDistancep=2 producing incorrect results in eager mode, no details of the vulnerability are provided at this time...
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...
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...
