Pytorch
by Pytorch
Source repositories
CVEs (32)
| CVE | Vendor / Product | Sev | Risk | CVSS | EPSS | KEV | Published | Description |
|---|---|---|---|---|---|---|---|---|
| CVE-2026-4538 | Med | 0.27 | 5.3 | 0.00 | Mar 22, 2026 | 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… | ||
| CVE-2025-4287 | Low | 0.14 | 3.3 | 0.00 | May 5, 2025 | A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function torch.cuda.nccl.reduce of the file torch/cuda/nccl.py. The manipulation leads to denial of service. It is possible to launch the attack on the local host.… | ||
| CVE-2024-48063 | 0.02 | — | 0.02 | Oct 29, 2024 | 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. | |||
| CVE-2026-24747 | 0.00 | — | 0.01 | Jan 27, 2026 | 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… | |||
| CVE-2025-63396 | 0.00 | — | 0.00 | Nov 12, 2025 | 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). | |||
| CVE-2025-46153 | 0.00 | — | 0.00 | Sep 25, 2025 | PyTorch before 3.7.0 has a bernoulli_p 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 fallback_random=True. | |||
| CVE-2025-55557 | 0.00 | — | 0.00 | Sep 25, 2025 | 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). | |||
| CVE-2025-55560 | 0.00 | — | 0.00 | Sep 25, 2025 | 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. | |||
| CVE-2025-55554 | 0.00 | — | 0.00 | Sep 25, 2025 | pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long(). | |||
| CVE-2025-46150 | 0.00 | — | 0.00 | Sep 25, 2025 | In PyTorch before 2.7.0, when torch.compile is used, FractionalMaxPool2d has inconsistent results. | |||
| CVE-2025-46152 | 0.00 | — | 0.00 | Sep 25, 2025 | In PyTorch before 2.7.0, bitwise_right_shift produces incorrect output for certain out-of-bounds values of the "other" argument. | |||
| CVE-2025-55551 | 0.00 | — | 0.00 | Sep 25, 2025 | 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. | |||
| CVE-2025-46149 | 0.00 | — | 0.00 | Sep 25, 2025 | In PyTorch before 2.7.0, when inductor is used, nn.Fold has an assertion error. | |||
| CVE-2025-55558 | 0.00 | — | 0.00 | Sep 25, 2025 | 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). | |||
| CVE-2025-55552 | 0.00 | — | 0.00 | Sep 25, 2025 | pytorch v2.8.0 was discovered to display unexpected behavior when the components torch.rot90 and torch.randn_like are used together. | |||
| CVE-2025-55553 | 0.00 | — | 0.00 | Sep 25, 2025 | A syntax error in the component proxy_tensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service (DoS). | |||
| CVE-2025-46148 | 0.00 | — | 0.00 | Sep 25, 2025 | In PyTorch through 2.6.0, when eager is used, nn.PairwiseDistance(p=2) produces incorrect results. | |||
| CVE-2025-32434 | 0.00 | — | 0.02 | Apr 18, 2025 | 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… | |||
| CVE-2025-3730 | 0.00 | — | 0.00 | Apr 16, 2025 | A vulnerability, which was classified as problematic, was found in PyTorch 2.6.0. Affected is the function torch.nn.functional.ctc_loss of the file aten/src/ATen/native/LossCTC.cpp. The manipulation leads to denial of service. An attack has to be approached locally. The exploit… | |||
| CVE-2025-3136 | 0.00 | — | 0.00 | Apr 3, 2025 | A vulnerability, which was classified as problematic, has been found in PyTorch 2.6.0. This issue affects the function torch.cuda.memory.caching_allocator_delete of the file c10/cuda/CUDACachingAllocator.cpp. The manipulation leads to memory corruption. An attack has to be… |
- risk 0.27cvss 5.3epss 0.00
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…
- risk 0.14cvss 3.3epss 0.00
A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function torch.cuda.nccl.reduce of the file torch/cuda/nccl.py. The manipulation leads to denial of service. It is possible to launch the attack on the local host.…
- CVE-2024-48063Oct 29, 2024risk 0.02cvss —epss 0.02
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.
- CVE-2026-24747Jan 27, 2026risk 0.00cvss —epss 0.01
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…
- CVE-2025-63396Nov 12, 2025risk 0.00cvss —epss 0.00
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).
- CVE-2025-46153Sep 25, 2025risk 0.00cvss —epss 0.00
PyTorch before 3.7.0 has a bernoulli_p 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 fallback_random=True.
- CVE-2025-55557Sep 25, 2025risk 0.00cvss —epss 0.00
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).
- CVE-2025-55560Sep 25, 2025risk 0.00cvss —epss 0.00
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.
- CVE-2025-55554Sep 25, 2025risk 0.00cvss —epss 0.00
pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().
- CVE-2025-46150Sep 25, 2025risk 0.00cvss —epss 0.00
In PyTorch before 2.7.0, when torch.compile is used, FractionalMaxPool2d has inconsistent results.
- CVE-2025-46152Sep 25, 2025risk 0.00cvss —epss 0.00
In PyTorch before 2.7.0, bitwise_right_shift produces incorrect output for certain out-of-bounds values of the "other" argument.
- CVE-2025-55551Sep 25, 2025risk 0.00cvss —epss 0.00
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.
- CVE-2025-46149Sep 25, 2025risk 0.00cvss —epss 0.00
In PyTorch before 2.7.0, when inductor is used, nn.Fold has an assertion error.
- CVE-2025-55558Sep 25, 2025risk 0.00cvss —epss 0.00
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).
- CVE-2025-55552Sep 25, 2025risk 0.00cvss —epss 0.00
pytorch v2.8.0 was discovered to display unexpected behavior when the components torch.rot90 and torch.randn_like are used together.
- CVE-2025-55553Sep 25, 2025risk 0.00cvss —epss 0.00
A syntax error in the component proxy_tensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service (DoS).
- CVE-2025-46148Sep 25, 2025risk 0.00cvss —epss 0.00
In PyTorch through 2.6.0, when eager is used, nn.PairwiseDistance(p=2) produces incorrect results.
- CVE-2025-32434Apr 18, 2025risk 0.00cvss —epss 0.02
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…
- CVE-2025-3730Apr 16, 2025risk 0.00cvss —epss 0.00
A vulnerability, which was classified as problematic, was found in PyTorch 2.6.0. Affected is the function torch.nn.functional.ctc_loss of the file aten/src/ATen/native/LossCTC.cpp. The manipulation leads to denial of service. An attack has to be approached locally. The exploit…
- CVE-2025-3136Apr 3, 2025risk 0.00cvss —epss 0.00
A vulnerability, which was classified as problematic, has been found in PyTorch 2.6.0. This issue affects the function torch.cuda.memory.caching_allocator_delete of the file c10/cuda/CUDACachingAllocator.cpp. The manipulation leads to memory corruption. An attack has to be…
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