PyTorch RPC Code Execution

The vulnerability of the RPC procedure call component in the PyTorch machine learning framework is related to the lack of measures taken to neutralize special elements used in the operating system’s command set. Exploiting this vulnerability allows a remote attacker to execute arbitrary code...

BIT-MLFLOW-2024-37059

Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.5.0 or newer, enabling a maliciously uploaded PyTorch model to run arbitrary code on an end user’s system when interacted with...

pytorch-vision-classifier (>=0.0.4, <=0.0.8), train-and-deploy (>=0.1.1a0, <=0.1.4) +2 more potentially affected by CVE-2024-2928 via mlflow (1.10.0)

mlflow PYPI version 1.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - pytorch-vision-classifier =0.0.4, =0.1.1a0, =0.4.1, =0.4.2 - waveletai 0.2.4 Source cves: CVE-2024-2928 Source advisory: OSV:GHSA-J46Q-5PXX-8VMW...

pytorch-vision-classifier (>=0.0.4, <=0.0.8), train-and-deploy (>=0.1.1a0, <=0.1.4) +2 more potentially affected by CVE-2024-3099 via mlflow (1.10.0)

mlflow PYPI version 1.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - pytorch-vision-classifier =0.0.4, =0.1.1a0, =0.4.1, =0.4.2 - waveletai 0.2.4 Source cves: CVE-2024-3099 Source advisory: OSV:GHSA-8F8Q-Q2J7-7J2M...

pytorch-vision-classifier (>=0.0.4, <=0.0.8), train-and-deploy (>=0.1.1a0, <=0.1.4) +2 more potentially affected by CVE-2024-0520 via mlflow (1.10.0)

mlflow PYPI version 1.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - pytorch-vision-classifier =0.0.4, =0.1.1a0, =0.4.1, =0.4.2 - waveletai 0.2.4 Source cves: CVE-2024-0520 Source advisory: OSV:GHSA-5Q6C-FFVG-XCM9...

CVE-2024-5480

A vulnerability in the PyTorch's torch.distributed.rpc framework, specifically in versions prior to 2.2.2, allows for remote code execution RCE. The framework, which is used in distributed training scenarios, does not properly verify the functions being called during RPC Remote Procedure Call...

CVE-2024-5480

Rejected reason: This CVE ID has been rejected or withdrawn by its CVE Numbering Authority...

AZL-50635 CVE-2024-5187 affecting package pytorch for versions less than 2.2.2-3

A vulnerability in the downloadmodelwithtestdata function of the onnx/onnx framework, version 1.16.0, allows for arbitrary file overwrite due to inadequate prevention of path traversal attacks in malicious tar files. This vulnerability enables attackers to overwrite any file on the system,...

UBUNTU-CVE-2024-5480

A vulnerability in the PyTorch's torch.distributed.rpc framework, specifically in versions prior to 2.2.2, allows for remote code execution RCE. The framework, which is used in distributed training scenarios, does not properly verify the functions being called during RPC Remote Procedure Call...

CVE-2024-5480

Rejected reason: This CVE ID has been rejected or withdrawn by its CVE Numbering Authority...

pytorch-vision-classifier (>=0.0.4, <=0.0.8), train-and-deploy (>=0.1.1a0, <=0.1.4) +2 more potentially affected by CVE-2024-2928 via mlflow (1.10.0)

mlflow PYPI version 1.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - pytorch-vision-classifier =0.0.4, =0.1.1a0, =0.4.1, =0.4.2 - waveletai 0.2.4 Source cves: CVE-2024-2928 Source advisory: OSV:PYSEC-2024-242...

pytorch-vision-classifier (>=0.0.4, <=0.0.8), train-and-deploy (>=0.1.1a0, <=0.1.4) +2 more potentially affected by CVE-2024-0520 via mlflow (1.10.0)

mlflow PYPI version 1.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - pytorch-vision-classifier =0.0.4, =0.1.1a0, =0.4.1, =0.4.2 - waveletai 0.2.4 Source cves: CVE-2024-0520 Source advisory: OSV:PYSEC-2024-239...

medical-data (0.2.0.dev0), ptlflow (>=0.3.0, <=0.3.2) +4 more potentially affected by CVE-2024-5452 via lightning (1.9.5)

lightning PYPI version 1.9.5 is affected by a known vulnerability. The following packages have a transitive dependency on lightning and may be impacted: - medical-data 0.2.0.dev0 - ptlflow =0.3.0, =0.0.1, =0.1.0, =0.2.13, =0.3.3 Source cves: CVE-2024-5452 Source advisory: OSV:GHSA-CGWC-QVRX-RF7F...

GHSA-CGWC-QVRX-RF7F Remote code execution in pytorch lightning

A remote code execution RCE vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to modify application state base...

Remote code execution in pytorch lightning

A remote code execution RCE vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to modify application state base...

CVE-2024-5480

CVE-2024-5480 is a valid vulnerability describing a remote code execution in PyTorch’s torch.distributed.rpc framework prior to version 2.2.2. Red Hat’s entry details an RCE arising when a worker serializes and sends a PythonUDF to the master and the master deserializes/executes it without proper...

CVE-2024-5480

...

CVE-2024-5480

Removed by vendor...

CVE-2024-5480

...

CVE-2024-5452

A remote code execution RCE vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to modify application state base...