PT-2025-12204

Name of the Vulnerable Software and Affected Versions lightning-ai/pytorch-lightning version 2.3.2 Description A vulnerability exists in the LightningApp when running on a Windows host. The vulnerability occurs at the /api/v1/upload file/ endpoint, allowing an attacker to write or overwrite...

PT-2025-12205

Name of the Vulnerable Software and Affected Versions pytorch-lightning version 2.3.2 Description A vulnerability in pytorch-lightning version 2.3.2 allows an attacker to cause a denial of service by sending an unexpected POST request to the /api/v1/state endpoint of LightningApp. This issue occu...

PT-2025-12163

Name of the Vulnerable Software and Affected Versions pytorch/serve affected versions not specified Description The issue concerns the script 'upload results to s3.sh' referencing the S3 bucket 'benchmarkai-metrics-prod' without ensuring its ownership or confirming its accessibility. This could...

CVE-2024-8020: Uncaught Exception

A vulnerability in lightning-ai/pytorch-lightning version 2.3.2 allows an attacker to cause a denial of service by sending an unexpected POST request to the /api/v1/state endpoint of LightningApp. This issue occurs due to improper handling of unexpected state values, which results in the server...

CVE-2025-2149

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...

CVE-2025-2148

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.callendcallbacksonjitfut of the component Tuple Handler. The manipulation of the argument None leads to memory corruption. The attack can be launch...

Arbitrary Code Execution (ACE)

PickleScan is vulnerable to Arbitrary Code Execution ACE. The vulnerability is due to PickleScan failing to detect malicious pickle files when specific ZIP file flag bits are modified, allowing attackers to embed harmful pickle files that remain unnoticed while still being loaded by PyTorch’s...

PyTorch Quantized Sigmoid Module Sigmoid Data Compromise

The vulnerability of the nnqSigmoid function in the Quantized Sigmoid Module of the PyTorch machine learning framework is related to incorrect initialization of resources when processing parameters scale and zeropoint. Exploiting this vulnerability can allow attackers to compromise the integrity ...

Zip Exploit Crashes Picklescan But Not PyTorch

Summary PickleScan is vulnerable to a ZIP archive manipulation attack that causes it to crash when attempting to extract and scan PyTorch model archives. By modifying the filename in the ZIP header while keeping the original filename in the directory listing, an attacker can make PickleScan raise...

GHSA-7Q5R-7GVP-WC82 Zip Exploit Crashes Picklescan But Not PyTorch

Summary PickleScan is vulnerable to a ZIP archive manipulation attack that causes it to crash when attempting to extract and scan PyTorch model archives. By modifying the filename in the ZIP header while keeping the original filename in the directory listing, an attacker can make PickleScan raise...

Zip Flag Bit Exploit Crashes Picklescan But Not PyTorch

Summary PickleScan fails to detect malicious pickle files inside PyTorch model archives when certain ZIP file flag bits are modified. By flipping specific bits in the ZIP file headers, an attacker can embed malicious pickle files that remain undetected by PickleScan while still being successfully...

GHSA-X3GM-94WQ-G975 PyTorch: Manipulation of the argument scale/zero_point leads to improper initialization via Quantized Sigmoid Module

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...

PyTorch: Manipulation of the argument scale/zero_point leads to improper initialization via Quantized Sigmoid Module

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...

lightwood (>=0.6.6, <=0.6.7), pytorch-tabnet (>=0.1.0, <=0.1.2) +1 more potentially affected by CVE-2025-2149 via torch (1.0.1)

torch PYPI version 1.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - lightwood =0.6.6, =0.1.0, =0.1.2 - syft 0.1.13a1 Source cves: CVE-2025-2149 Source advisory: OSV:GHSA-X3GM-94WQ-G975...

DEBIAN-CVE-2025-2149

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...

CVE-2025-2149

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...

PYSEC-2025-190

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...

PYSEC-2025-190

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...

CVE-2025-2149

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...

UBUNTU-CVE-2025-2149

A vulnerability was found in PyTorch 2.6.0+cu124. It has been rated as problematic. Affected by this issue is the function nnqSigmoid of the component Quantized Sigmoid Module. The manipulation of the argument scale/zeropoint leads to improper initialization. The attack needs to be approached...