CVE-2026-31234: Deserialization of Untrusted Data

Horovod thru 0.28.1 contains an insecure deserialization vulnerability CWE-502 in its KVStore HTTP server component. The KVStore server, used for distributed task coordination, lacks authentication and authorization controls, allowing any remote attacker to write arbitrary data via HTTP PUT...

CVE-2023-30059: Authorization Bypass Through User-Controlled Key

An insecure direct object reference in MK-Auth 23.01K4.9 allows attackers to access and send support calls for other users via manipulation of the chamado parameter through a crafted GET request...

CVE-2026-31224

The snorkel library (versions through v0.10.0 ) is susceptible to an insecure deserialization vulnerability (CWE-502) within the MultitaskClassifier.load() method of the MultitaskClassifier class. The root cause is the use of torch.load() to load model weight files without enabling the security-r...

CVE-2026-31232

The CosyVoice project (up to commit 6e01309e01bc93bbeb83bdd996b1182a81aaf11e) is vulnerable to an insecure deserialization (CWE-502) flaw during its model loading process. The application uses torch.load() to process .pt model files from a user-specified directory (via the --model_dir argument) w...

Snorkel 安全漏洞

Snorkel is an open-source system developed by Snorkel that enables rapid generation of training data using weak supervision. Versions of Snorkel prior to v0.10.0 contain security vulnerabilities. These vulnerabilities stem from the MultitaskClassifier class’s MultitaskClassifier.load method, whic...

PT-2026-40063

Name of the Vulnerable Software and Affected Versions snorkel versions prior to 0.10.1 Description Insecure deserialization occurs in the MultitaskClassifier.load method of the MultitaskClassifier class. The method utilizes torch.load to load model weight files without enabling the weights...

PT-2026-40058

The load model function in the neural magic training.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f 2024-07-21 is vulnerable to insecure deserialization CWE-502. When a user provides a single model file path e.g., .pt or .pth via the --model command-line...

Mk-Auth 安全漏洞

Mk-Auth is a Brazilian internet service provider management system developed by Mk-Auth company. It is used to control client access and permissions through a network interface panel. Version 23.01K4.9 of MK-Auth contains a security vulnerability caused by insecure direct object references. This...

Schneider Electric EcoStruxure Panel Server 安全漏洞

Schneider Electric EcoStruxure Panel Server is an IoT gateway developed by Schneider Electric of France, used for data collection and uploading. Schneider Electric EcoStruxure Panel Server has a security vulnerability that stems from the use of insecure default values during resource...

PT-2026-40049

Insecure Default Initialization of Resource vulnerability allows Authentication Bypass via API access. This issue affects Pandora FMS: from 777 through 800...

PT-2026-39995

Prior to 2025-11-03, well-intended users of Terraform or REST API for Google Cloud AlloyDB for PostgreSQL could have created clusters with an insecure default password which could have been exploited by a remote attacker to gain full administrative access to the database. Exploitation required...

Google Cloud AlloyDB for PostgreSQL 安全漏洞

Google Cloud AlloyDB for PostgreSQL is a cloud-native, high-performance relational database service from Google Inc. That service is compatible with PostgreSQL. Versions of Google Cloud AlloyDB for PostgreSQL prior to 2025-11-03 contained a security vulnerability. This vulnerability stemmed from...

Adversarial Robustness Toolbox 安全漏洞

Adversarial Robustness Toolbox is an open-source machine learning security defense and evaluation tool developed by Trusted-AI. Versions of Adversarial Robustness Toolbox 1.20.1 and earlier contained security vulnerabilities. These vulnerabilities stemmed from the model loading function in the...

CVE-2026-31229

The Adversarial Robustness Toolbox (ART) version 1.20.1 and earlier is vulnerable to insecure deserialization (CWE-502) within its Kubeflow component model loading functionality. The root cause is the use of torch.load() without the weights_only=True parameter, which allows for the deserializatio...

CVE-2026-31221

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

CVE-2026-31219

The loadmodel function in the neuralmagictraining.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f 2024-07-21 is vulnerable to insecure deserialization CWE-502. When a user provides a single model file path e.g., .pt or .pth via the --model command-line argumen...

CVE-2026-31224

The snorkel library thru v0.10.0 contains an insecure deserialization vulnerability CWE-502 in the MultitaskClassifier.load method of the MultitaskClassifier class. The method loads model weight files using torch.load without enabling the security-restrictive weightsonly=True parameter. This...

CVE-2026-31239

The mamba language model framework (version 2.2.6 and earlier ) is vulnerable to insecure deserialization (CWE-502) when loading pre-trained models from the HuggingFace Hub. The MambaLMHeadModel.from_pretrained() method utilizes torch.load() to process the pytorch_model.bin weight file without th...

CVE-2026-31218

The loadmodel function in the neuralmagictraining.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f 2024-07-21 is vulnerable to insecure deserialization CWE-502. When loading a model state dictionary from a statedict.pt file via torch.load, the function does not...

CVE-2026-31222

The snorkel library thru v0.10.0 contains an insecure deserialization vulnerability CWE-502 in the Trainer.load method of the Trainer class. The method loads model checkpoint files using torch.load without enabling the security-restrictive weightsonly=True parameter. This default behavior allows...