PyTorch Lightning path traversal vulnerability

In lightning-ai/pytorch-lightning version 2.3.2, a vulnerability exists in the LightningApp when running on a Windows host. The vulnerability occurs at the /api/v1/uploadfile/ endpoint, allowing an attacker to write or overwrite arbitrary files by providing a crafted filename. This can lead to...

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...

PYSEC-2026-3938 vLLM: Incomplete CVE-2025-62164 remediation can be bypassed by concurrent prompt parts

Executive Summary The follow-up protection for CVE-2025-62164 is incomplete at vLLM revision 26587f9519e22a5c4549ead7595ad9ca3229c4fd. It wraps serialized prompt-embedding reconstruction and dense conversion in torch.sparse.checksparsetensorinvariants, but PyTorch 2.11.0 implements that context...

PT-2026-89725

A vulnerability in the /v1/runs API endpoint of lightning-ai/pytorch-lightning v2.2.4 allows attackers to exploit path traversal when extracting tar.gz files. When the LightningApp is running with the plugin server, attackers can deploy malicious tar.gz plugins that embed arbitrary files with pat...

PT-2026-89719

pytorch-lightning is vulnerable to Deserialization of Untrusted Data...

PT-2026-89721

In lightning-ai/pytorch-lightning version 2.3.2, 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 arbitrary files by providing a crafted filename. This can lead to...

PT-2026-89722

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...

PT-2026-89720

Code Injection in GitHub repository pytorchlightning/pytorch-lightning prior to 1.6.0...

PT-2026-89723

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.load from checkpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

PT-2026-89724

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...

NewStart CGSL MAIN 7.02 : pytorch Vulnerability (NS-SA-2026-0105)

The remote NewStart CGSL host, running version MAIN 7.02, has pytorch packages installed that are affected by a vulnerability: - PyTorch is a Python package that provides tensor computation. Prior to version 2.10.0, a vulnerability in PyTorch's weightsonly unpickler allows an attacker to craft a...

CVE-2024-7804

CVE-2024-7804 — Deserialización insegura en PyTorch Distributed RPC RCE Laboratorio autocontenido + exploit para CVE-2024-7804 : ejecución remota de código en el framework RPC distribuido de PyTorch torch.distributed.rpc mediante deserialización insegura de datos no confiables CWE-502. Afectado:...

Exploit for CVE-2024-7804

CVE-2024-7804 — PyTorch Distributed RPC Unsafe Deserialization...

netsentryx — Updated!

NetSentryx PRO 🛡️ AI-Driven, High-Performance Real-Time Network Observability & Threat Detection Engine NetSentryx PRO is a next-generation, event-driven network monitoring and threat intelligence platform. Combining rule-based signatures with a PyTorch Deep Autoencoder, it provides sub-10ms packe...

Security Bulletin: Watson Machine Learning on Cloud Pak for Data is affected by torch(Publicly disclosed vulnerability (CVE-2024-31583, CVE-2024-31580)

Summary Watson Machine Learning on Cloud Pak for Data is affected by CVE-2024-31583, CVE-2024-31580 Vulnerability Details CVEID:CVE-2024-31583 DESCRIPTION: Pytorch before version v2.2.0 was discovered to contain a use-after-free vulnerability in torch/csrc/jit/mobile/interpreter.cpp. CWE:CWE-416:...

CVE-2026-65918

A flaw was found in torchvision, a library for PyTorch. This vulnerability, an out-of-bounds heap read in the GIF decoder, allows a remote attacker to supply specially crafted or truncated GIF files. Successful exploitation can lead to a denial of service, causing the application to crash, or the...

CVE-2026-15679

A flaw was found in Hugging Face PyTorch Image Models. A remote attacker could exploit a deserialization of untrusted data vulnerability by enticing a user to visit a malicious page or open a malicious file. This could lead to arbitrary code execution in the context of the current process. The fl...

CVE-2026-15679 Hugging Face PyTorch Image Models checkpoint Deserialization of Untrusted Data Remote Code Execution Vulnerability

Hugging Face PyTorch Image Models checkpoint Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face PyTorch Image Models. User interaction is required to exploit this...

CVE-2026-15679

The vulnerability is in timm's checkpoint parsing code, which deserializes untrusted PyTorch checkpoint data without validation, enabling arbitrary code execution in the current process. Exploitation requires user interaction (visiting a malicious page or opening a malicious file). No affected ve...

CVE-2026-15679 Hugging Face PyTorch Image Models checkpoint Deserialization of Untrusted Data Remote Code Execution Vulnerability

Hugging Face PyTorch Image Models checkpoint Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face PyTorch Image Models. User interaction is required to exploit this...