33 results · Feed
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High 7.8
pytorch/serve: Local privilege escalation through insecure temporary path
In all versions of PyTorch's TorchServe, a predictable extraction directory in /tmp lets a local user swap the model handler and run code as the TorchServe service account leading to local privilege escalation.
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Medium 5.3
PyTorch pt2 Loading deserialization
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 a…
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High 8.8
PyTorch Vulnerable to Remote Code Execution via Untrusted Checkpoint Files
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=…
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Low 3.3
An issue was discovered in PyTorch v2.5 and v2.7.1. Omission of profiler.stop() can cause torch.profiler.profile (Pytho…
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High 7.5
A syntax error in the component proxy_tensor.py of pytorch v2.7.0 allows attackers to cause a Denial of Service (DoS).
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High 7.5
An issue in pytorch v2.7.0 can lead to a Denial of Service (DoS) when a PyTorch model consists of torch.Tensor.to_spars…
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High 7.5
An issue in the component torch.linalg.lu of pytorch v2.8.0 allows attackers to cause a Denial of Service (DoS) when pe…
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Medium 5.3
pytorch v2.8.0 was discovered to display unexpected behavior when the components torch.rot90 and torch.randn_like are u…
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High 7.5
A Name Error occurs in pytorch v2.7.0 when a PyTorch model consists of torch.cummin and is compiled by Inductor, leadin…
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Medium 5.3
pytorch v2.8.0 was discovered to contain an integer overflow in the component torch.nan_to_num-.long().
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High 7.5
A buffer overflow occurs in pytorch v2.7.0 when a PyTorch model consists of torch.nn.Conv2d, torch.nn.functional.hardsh…
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Medium 5.3
In PyTorch before 2.7.0, when inductor is used, nn.Fold has an assertion error.
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Medium 5.3
In PyTorch through 2.6.0, when eager is used, nn.PairwiseDistance(p=2) produces incorrect results.
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Medium 5.3
PyTorch before 3.7.0 has a bernoulli_p decompose function in decompositions.py even though it lacks full consistency wi…
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Medium 5.3
In PyTorch before 2.7.0, when torch.compile is used, FractionalMaxPool2d has inconsistent results.
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Medium 5.3
In PyTorch before 2.7.0, bitwise_right_shift produces incorrect output for certain out-of-bounds values of the "other" …
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Low 3.3
PyTorch nccl.py torch.cuda.nccl.reduce denial of service
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 …
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Critical 9.3CVE-2025-32434 Public exploit
PyTorch: `torch.load` with `weights_only=True` leads to remote code execution
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…
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Low 3.3
PyTorch LossCTC.cpp torch.nn.functional.ctc_loss denial of service
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 l…
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Low 3.3
PyTorch CUDACachingAllocator.cpp torch.cuda.memory.caching_allocator_delete memory corruption
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 at…
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Low 3.3
PyTorch torch.jit.jit_module_from_flatbuffer memory corruption
A vulnerability classified as problematic has been found in PyTorch 2.6.0. Affected is the function torch.jit.jit_module_from_flatbuffer. The manipulation leads to memory corruption. Local access is required to approach this attack. The exploit has been discl…
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Medium 5.3
PyTorch torch.lstm_cell memory corruption
A vulnerability classified as critical was found in PyTorch 2.6.0. This vulnerability affects the function torch.lstm_cell. The manipulation leads to memory corruption. The attack needs to be approached locally. The exploit has been disclosed to the public an…
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Medium 5.3
PyTorch torch.jit.script memory corruption
A vulnerability classified as critical has been found in PyTorch 2.6.0. This affects the function torch.jit.script. The manipulation leads to memory corruption. It is possible to launch the attack on the local host. The exploit has been disclosed to the publi…
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Medium 5.3
PyTorch torch.nn.utils.rnn.unpack_sequence memory corruption
A vulnerability was found in PyTorch 2.6.0. It has been rated as critical. Affected by this issue is the function torch.nn.utils.rnn.unpack_sequence. The manipulation leads to memory corruption. Attacking locally is a requirement. The exploit has been disclos…
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Medium 5.3
PyTorch torch.nn.utils.rnn.pad_packed_sequence memory corruption
A vulnerability was found in PyTorch 2.6.0. It has been declared as critical. Affected by this vulnerability is the function torch.nn.utils.rnn.pad_packed_sequence. The manipulation leads to memory corruption. Local access is required to approach this attack.…
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Low 3.3
PyTorch torch.mkldnn_max_pool2d denial of service
A vulnerability, which was classified as problematic, has been found in PyTorch 2.6.0+cu124. Affected by this issue is the function torch.mkldnn_max_pool2d. The manipulation leads to denial of service. An attack has to be approached locally. The exploit has b…
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Low 2.5
PyTorch Quantized Sigmoid Module nnq_Sigmoid initialization
A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnq_Sigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zero_point leads to improper initializatio…
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Medium 5.0
PyTorch Tuple torch.ops.profiler._call_end_callbacks_on_jit_fut memory corruption
A vulnerability was found in PyTorch 2.6.0+cu124. It has been declared as critical. Affected by this vulnerability is the function torch.ops.profiler._call_end_callbacks_on_jit_fut of the component Tuple Handler. The manipulation of the argument None leads to…
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Critical 9.8
In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. NOTE: this is disputed by multiple parties because this i…
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Medium 5.5
Pytorch before v2.2.0 has an Out-of-bounds Read vulnerability via the component torch/csrc/jit/mobile/flatbuffer_loader…
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Medium 4.0
PyTorch heap buffer overflow vulnerability
PyTorch before v2.2.0 was discovered to contain a heap buffer overflow vulnerability in the component /runtime/vararg_functions.cpp. This vulnerability allows attackers to cause a Denial of Service (DoS) via a crafted input.
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High 7.8
Pytorch use-after-free vulnerability
Pytorch before version v2.2.0 was discovered to contain a use-after-free vulnerability in torch/csrc/jit/mobile/interpreter.cpp.
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Critical 9.8
PyTorch vulnerable to arbitrary code execution
In PyTorch before trunk/89695, torch.jit.annotations.parse_type_line can cause arbitrary code execution because eval is used unsafely.