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Latest CVEs affecting AI/ML systems, updated continuously. Tracked from NVD, GitHub Advisory, and CISA KEV.

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Latest AI Security Threats

Showing 50 of 145 results — Critical severity, no patch
CRITICAL CVE-2025-33244

NVIDIA APEX for Linux contains a vulnerability where an unauthorized attacker could cause a deserialization of untrusted data. This vulnerability affects environments that use PyTorch versions...

Code Execution Supply Chain Data Extraction Framework Training Data
CVSS 9.0 CWE-502
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CRITICAL CVE-2026-33475

Langflow is a tool for building and deploying AI-powered agents and workflows. An unauthenticated remote shell injection vulnerability exists in multiple GitHub Actions workflows in the Langflow...

Supply Chain Code Execution Data Extraction Framework Agent
CVSS 9.1 langflow CWE-74
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CRITICAL CVE-2026-33017

Langflow is a tool for building and deploying AI-powered agents and workflows. In versions prior to 1.9.0, the POST /api/v1/build_public_tmp/{flow_id}/flow endpoint allows building public flows...

Model Poisoning Code Execution Framework Agent API
CVSS 9.8 EPSS 0.5% langflow CWE-95
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CRITICAL CVE-2026-28500

Open Neural Network Exchange (ONNX) is an open standard for machine learning interoperability. In versions up to and including 1.20.1, a security control bypass exists in onnx.hub.load() due to...

Supply Chain Model Poisoning Code Execution Framework RAG API
CVSS 9.1 EPSS 0.0% onnx CWE-345
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CRITICAL CVE-2026-25960

vLLM is an inference and serving engine for large language models (LLMs). The SSRF protection fix for CVE-2026-24779 add in 0.15.1 can be bypassed in the load_from_url_async method due to...

Data Extraction Data Leakage Code Execution Inference RAG Agent
CVSS 9.8 EPSS 0.0% vllm CWE-918
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CRITICAL CVE-2026-30821

Flowise is a drag & drop user interface to build a customized large language model flow. Prior to version 3.0.13, the /api/v1/attachments/:chatflowId/:chatId endpoint is listed in WHITELIST_URLS,...

Code Execution Framework RAG Plugin
CVSS 9.8 CWE-434
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CRITICAL CVE-2026-27966

Langflow is a tool for building and deploying AI-powered agents and workflows. Prior to version 1.8.0, the CSV Agent node in Langflow hardcodes `allow_dangerous_code=True`, which automatically...

Prompt Injection Code Execution Framework RAG Agent
CVSS 9.8 EPSS 0.2% langflow CWE-94
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CRITICAL CVE-2026-27577

n8n is an open source workflow automation platform. Prior to versions 2.10.1, 2.9.3, and 1.123.22, additional exploits in the expression evaluation of n8n have been identified and patched following...

Model Poisoning Code Execution Social Engineering Agent RAG API
CVSS 9.9 n8n CWE-94
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CRITICAL CVE-2026-27495

n8n is an open source workflow automation platform. Prior to versions 2.10.1, 2.9.3, and 1.123.22, an authenticated user with permission to create or modify workflows could exploit a vulnerability in...

Code Execution Social Engineering Agent RAG API
CVSS 9.9 n8n CWE-94
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CRITICAL CVE-2026-27494

n8n is an open source workflow automation platform. Prior to versions 2.10.1, 2.9.3, and 1.123.22, an authenticated user with permission to create or modify workflows could use the Python Code node...

Code Execution Agent RAG API
CVSS 9.9 n8n CWE-497
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CRITICAL CVE-2026-27493

n8n is an open source workflow automation platform. Prior to versions 2.10.1, 2.9.3, and 1.123.22, a second-order expression injection vulnerability existed in n8n's Form nodes that could allow an...

Code Execution Agent RAG API
CVSS 9.0 n8n CWE-94
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CRITICAL CVE-2026-2654

A weakness has been identified in huggingface smolagents 1.24.0. Impacted is the function requests.get/requests.post of the component LocalPythonExecutor. Executing a manipulation can lead to...

CVSS 9.8 smolagents
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CRITICAL CVE-2026-25115

n8n is an open source workflow automation platform. Prior to version 2.4.8, a vulnerability in the Python Code node allows authenticated users to break out of the Python sandbox environment and...

CVSS 9.9 n8n CWE-693
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CRITICAL CVE-2026-25053

n8n is an open source workflow automation platform. Prior to versions 1.123.10 and 2.5.0, vulnerabilities in the Git node allowed authenticated users with permission to create or modify workflows to...

CVSS 9.9 n8n CWE-78
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CRITICAL CVE-2026-25052

n8n is an open source workflow automation platform. Prior to versions 1.123.18 and 2.5.0, a vulnerability in the file access controls allows authenticated users with permission to create or modify...

CVSS 9.9 n8n CWE-367
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CRITICAL CVE-2026-25049

n8n is an open source workflow automation platform. Prior to versions 1.123.17 and 2.5.2, an authenticated user with permission to create or modify workflows could abuse crafted expressions in...

CVSS 9.9 n8n CWE-913
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CRITICAL CVE-2026-22778

vLLM is an inference and serving engine for large language models (LLMs). From 0.8.3 to before 0.14.1, when an invalid image is sent to vLLM's multimodal endpoint, PIL throws an error. vLLM returns...

CVSS 9.8 EPSS 0.1% vllm CWE-532
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CRITICAL CVE-2026-25481

Langroid has WAF Bypass Leading to RCE in TableChatAgent

EPSS 0.0% CWE-94
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CRITICAL CVE-2026-25130

CAI find_file Agent Tool has Command Injection Vulnerability Through Argument Injection

CVSS 9.7 EPSS 0.0% CWE-78
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CRITICAL CVE-2026-1470

n8n contains a critical Remote Code Execution (RCE) vulnerability in its workflow Expression evaluation system. Expressions supplied by authenticated users during workflow configuration may be...

CVSS 9.9 n8n CWE-95
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CRITICAL CVE-2025-13374

The Kalrav AI Agent plugin for WordPress is vulnerable to arbitrary file uploads due to missing file type validation in the kalrav_upload_file AJAX action in all versions up to, and including, 2.3.3....

CVSS 9.8 CWE-434
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CRITICAL CVE-2026-22807

vLLM is an inference and serving engine for large language models (LLMs). Starting in version 0.10.1 and prior to version 0.14.0, vLLM loads Hugging Face `auto_map` dynamic modules during model...

CVSS 9.8 EPSS 0.0% vllm CWE-94
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CRITICAL CVE-2026-0863

Using string formatting and exception handling, an attacker may bypass n8n's python-task-executor sandbox restrictions and run arbitrary unrestricted Python code in the underlying operating system....

CVSS 9.9 n8n CWE-94
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CRITICAL CVE-2026-21877

n8n is an open source workflow automation platform. In versions 0.121.2 and below, an authenticated attacker may be able to execute malicious code using the n8n service. This could result in full...

CVSS 9.9 n8n CWE-94
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CRITICAL CVE-2026-21858

n8n is an open source workflow automation platform. Versions starting with 1.65.0 and below 1.121.0 enable an attacker to access files on the underlying server through execution of certain form-based...

CVSS 10.0 n8n
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CRITICAL CVE-2026-21445

Langflow is a tool for building and deploying AI-powered agents and workflows. Prior to version 1.7.0.dev45, multiple critical API endpoints in Langflow are missing authentication controls. The issue...

CVSS 9.1 EPSS 0.1% langflow CWE-306
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CRITICAL CVE-2025-68668

n8n is an open source workflow automation platform. From version 1.0.0 to before 2.0.0, a sandbox bypass vulnerability exists in the Python Code Node that uses Pyodide. An authenticated user with...

CVSS 9.9 n8n
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CRITICAL CVE-2025-68665

LangChain is a framework for building LLM-powered applications. Prior to @langchain/core versions 0.3.80 and 1.1.8, and prior to langchain versions 0.3.37 and 1.2.3, a serialization injection...

CVSS 9.1 langchain.js
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CRITICAL CVE-2025-63389

A critical authentication bypass vulnerability exists in Ollama platform's API endpoints in versions prior to and including v0.12.3. The platform exposes multiple API endpoints without requiring...

CVSS 9.8 ollama
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CRITICAL CVE-2025-67511

Cybersecurity AI (CAI) is an open-source framework for building and deploying AI-powered offensive and defensive automation. Versions 0.5.9 and below are vulnerable to Command Injection through the...

CVSS 9.6 EPSS 0.2% CWE-77
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CRITICAL CVE-2025-34351

Ray's New Token Authentication is Disabled By Default

EPSS 0.5% ray CWE-304
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CRITICAL CVE-2025-62608

MLX is an array framework for machine learning on Apple silicon. Prior to version 0.29.4, there is a heap buffer overflow in mlx::core::load() when parsing malicious NumPy .npy files....

CVSS 9.1 EPSS 0.1% mlx CWE-122
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CRITICAL CVE-2025-11201

MLflow Tracking Server Model Creation Directory Traversal Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of MLflow...

CVSS 9.8 EPSS 9.1% mlflow CWE-22
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CRITICAL CVE-2025-11200

MLflow Weak Password Requirements Authentication Bypass Vulnerability. This vulnerability allows remote attackers to bypass authentication on affected installations of MLflow. Authentication is not...

CVSS 9.8 EPSS 0.2% mlflow CWE-521
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CRITICAL GHSA-m9mp-6x32-5rhg

scio is vunerable to Remote Command Execution through PyTorch

CWE-502
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CRITICAL CVE-2025-59434

Flowise is a drag & drop user interface to build a customized large language model flow. Prior to August 2025 Cloud-Hosted Flowise, an authenticated vulnerability in Flowise Cloud allows any user on...

CVSS 9.6
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CRITICAL CVE-2025-9556

Langchaingo supports the use of jinja2 syntax when parsing prompts, which is in turn parsed using the gonja library v1.5.3. Gonja supports include and extends syntax to read files, which leads to a...

CVSS 9.8
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CRITICAL CVE-2025-55526

n8n-workflows Main Commit ee25413 allows attackers to execute a directory traversal via the download_workflow function within api_server.py

CVSS 9.1 fastapi
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CRITICAL CVE-2025-53767

Azure OpenAI Elevation of Privilege Vulnerability

CVSS 10.0 azure_openai
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CRITICAL CVE-2025-45150

Insecure permissions in LangChain-ChatGLM-Webui commit ef829 allows attackers to arbitrarily view and download sensitive files via supplying a crafted request.

CVSS 9.8 langchain-chatglm-webui
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CRITICAL CVE-2025-54381

BentoML is a Python library for building online serving systems optimized for AI apps and model inference. In versions 1.4.0 until 1.4.19, the file upload processing system contains an SSRF...

CVSS 9.9 EPSS 0.5% bentoml CWE-918
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CRITICAL CVE-2025-46059

langchain-ai v0.3.51 was discovered to contain an indirect prompt injection vulnerability in the GmailToolkit component. This vulnerability allows attackers to execute arbitrary code and compromise...

CVSS 9.8
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CRITICAL CVE-2025-5120

A sandbox escape vulnerability was identified in huggingface/smolagents version 1.14.0, allowing attackers to bypass the restricted execution environment and achieve remote code execution (RCE). The...

CVSS 10.0 EPSS 0.3% smolagents CWE-94
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CRITICAL CVE-2025-6853

A vulnerability classified as critical has been found in chatchat-space Langchain-Chatchat up to 0.3.1. This affects the function upload_temp_docs of the file /knowledge_base/upload_temp_docs of the...

CVSS 9.8 EPSS 0.2% langchain-chatchat CWE-22
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CRITICAL CVE-2025-53002

LLaMA-Factory is a tuning library for large language models. A remote code execution vulnerability was discovered in LLaMA-Factory versions up to and including 0.9.3 during the LLaMA-Factory training...

CVSS 9.8 EPSS 1.6% llamafactory CWE-94
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CRITICAL CVE-2025-2828

A Server-Side Request Forgery (SSRF) vulnerability exists in the RequestsToolkit component of the langchain-community package (specifically,...

CVSS 10.0 EPSS 0.1% langchain CWE-918
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CRITICAL CVE-2025-47277

vLLM, an inference and serving engine for large language models (LLMs), has an issue in versions 0.6.5 through 0.8.4 that ONLY impacts environments using the `PyNcclPipe` KV cache transfer...

CVSS 9.8 EPSS 0.9% vllm CWE-502
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CRITICAL CVE-2025-32444

vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. Versions starting from 0.6.5 and prior to 0.8.5, having vLLM integration with mooncake, are vulnerable to remote...

CVSS 9.8 EPSS 2.5% vllm CWE-502
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CRITICAL CVE-2025-32434

PyTorch is a Python package that provides tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system. In version 2.5.1 and prior, a Remote Command...

CVSS 9.8 EPSS 1.2% pytorch CWE-502
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CRITICAL CVE-2025-32428

TigerVNC accessible via the network and not just via a UNIX socket as intended

EPSS 0.2% CWE-668
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