Priority HIGH 69
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.
CVSS 3.1HIGH 7.8· Local · Low privileges · No interaction · EPSS 0.00145 · Published 2026-11-06 · No fix listed CWE-379
Priority MEDIUM 64
PyTorch torchvision through 0.28.0, fixed in commit 4e05dc2, contains an out-of-bounds heap read vulnerability in the GIF decoder's read_from_tensor callback that passes unclamped length to memcpy.
CVSS 4.0HIGH 7.1· Network · No auth · User interaction · EPSS 0.00445 · Published 2026-07-23 · Partial fix CWE-125
Priority MEDIUM 41
PyTorch is a Python package that provides tensor computation.
CVSS 3.1HIGH 8.8· Network · No auth · User interaction · EPSS 0.00799 · Published 2026-01-27 · Fixed in 2.10.0 CWE-502
Priority MEDIUM 53
PyTorch is a Python package that provides tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system.
CVSS 4.0CRITICAL 9.3· Network · No auth · No interaction · EPSS 0.02369 · Published 2025-04-18 · Fixed in 2.6.0 CWE-502
Priority MEDIUM 61
In the latest version of pytorch/serve, the script 'upload_results_to_s3.sh' references the S3 bucket 'benchmarkai-metrics-prod' without ensuring its ownership or confirming its accessibility.
CVSS 3.0MEDIUM 6.3· Network · No auth · User interaction · EPSS 0.00395 · Published 2025-03-20 · No fix listed CWE-840
Priority MEDIUM 43
TorchServe is a flexible and easy-to-use tool for serving and scaling PyTorch models in production.
CVSS 3.1CRITICAL 9.8· Network · No auth · No interaction · EPSS 0.00799 · Published 2024-07-18 · Fixed in 0.11.0 CWE-706
Priority MEDIUM 43
TorchServe is a flexible and easy-to-use tool for serving and scaling PyTorch models in production.
CVSS 3.1HIGH 8.2· Network · No auth · No interaction · EPSS 0.00637 · Published 2024-07-18 · Fixed in 0.11.0 CWE-668
Priority LOW 25
TorchServe is a tool for serving and scaling PyTorch models in production.
CVSS 3.1MEDIUM 5.3· Network · No auth · No interaction · EPSS 0.00679 · Published 2023-11-21 · Fixed in 0.9.0 CWE-22
Priority HIGH 82
TorchServe is a tool for serving and scaling PyTorch models in production.
CVSS 3.1CRITICAL 10.0· Network · No auth · No interaction · EPSS 0.42495 · Published 2023-09-28 · Fixed in 0.8.2 CWE-918