AI Security Threat Feed

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

1,140

AI/ML CVEs Tracked

171

Critical

228

New This Week

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Latest AI Security Threats

Showing 50 of 171 results — Critical severity
CRITICAL CVE-2025-30404

ExecuTorch integer overflow vulnerability

CVSS 9.8 EPSS 0.2% executorch Patch: 0.7.0 CWE-190
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CRITICAL CVE-2025-54949

ExecuTorch heap buffer overflow vulnerability

CVSS 9.8 EPSS 0.2% executorch Patch: 0.7.0 CWE-122
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CRITICAL CVE-2025-54951

ExecuTorch vulnerable to Heap-based Buffer Overflow

CVSS 9.8 EPSS 0.2% executorch Patch: 0.7.0 CWE-122
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CRITICAL CVE-2025-54950

ExecuTorch out-of-bounds access vulnerability

CVSS 9.8 EPSS 0.2% executorch Patch: 0.7.0 CWE-125
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CRITICAL CVE-2025-30405

ExecuTorch integer overflow vulnerability

CVSS 9.8 EPSS 0.2% executorch Patch: 0.7.0 CWE-190
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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-2025-1793

llama_index vulnerable to SQL Injection

CVSS 9.8 EPSS 0.0% llama-index Patch: 0.12.28 CWE-89
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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-2025-47241

Browser Use allows bypassing `allowed_domains` by putting a decoy domain in http auth username portion of a URL

CVSS 9.3 EPSS 0.2% browser-use Patch: 0.1.45 CWE-647
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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 GHSA-ggpf-24jw-3fcw

CVE-2025-24357 Malicious model remote code execution fix bypass with PyTorch < 2.6.0

CVSS 9.8 vllm Patch: 0.8.0 CWE-1395
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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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CRITICAL CVE-2025-32375

BentoML is a Python library for building online serving systems optimized for AI apps and model inference. Prior to 1.4.8, there was an insecure deserialization in BentoML's runner server. By setting...

CVSS 9.8 EPSS 67.3% bentoml CWE-502
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CRITICAL ACTIVELY EXPLOITED CVE-2025-3248

Langflow versions prior to 1.3.0 are susceptible to code injection in the /api/v1/validate/code endpoint. A remote and unauthenticated attacker can send crafted HTTP requests to execute arbitrary...

CVSS 9.8 EPSS 92.5% langflow CWE-94
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CRITICAL CVE-2025-27520

BentoML is a Python library for building online serving systems optimized for AI apps and model inference. A Remote Code Execution (RCE) vulnerability caused by insecure deserialization has been...

CVSS 9.8 EPSS 87.3% bentoml CWE-502
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CRITICAL CVE-2024-12029

InvokeAI Deserialization of Untrusted Data vulnerability

CVSS 9.8 EPSS 49.1% CWE-502
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CRITICAL CVE-2024-9052

vLLM deserialization vulnerability in vllm.distributed.GroupCoordinator.recv_object

CVSS 9.8 EPSS 0.3% vllm CWE-502
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CRITICAL CVE-2024-8019

PyTorch Lightning path traversal vulnerability

CVSS 9.1 EPSS 1.1% pytorch-lightning Patch: 2.4.0 CWE-434
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CRITICAL CVE-2024-11958

LlamaIndex Retrievers Integration: DuckDBRetriever SQL Injection

CVSS 9.8 EPSS 1.2% CWE-89
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CRITICAL CVE-2024-9070

A deserialization vulnerability exists in BentoML's runner server in bentoml/bentoml versions <=1.3.4.post1. By setting specific parameters, an attacker can execute unauthorized arbitrary code on the...

CVSS 9.8 EPSS 0.3% bentoml CWE-502
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CRITICAL CVE-2024-9053

vllm-project vllm version 0.6.0 contains a vulnerability in the AsyncEngineRPCServer() RPC server entrypoints. The core functionality run_server_loop() calls the function _make_handler_coro(), which...

CVSS 9.8 EPSS 2.2% vllm CWE-78
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CRITICAL CVE-2024-11041

vllm-project vllm version v0.6.2 contains a vulnerability in the MessageQueue.dequeue() API function. The function uses pickle.loads to parse received sockets directly, leading to a remote code...

CVSS 9.8 EPSS 1.3% vllm CWE-502
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CRITICAL CVE-2025-29783

vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. When vLLM is configured to use Mooncake, unsafe deserialization exposed directly over ZMQ/TCP on all network...

CVSS 9.0 EPSS 1.7% vllm CWE-502
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CRITICAL CVE-2025-1550

The Keras Model.load_model function permits arbitrary code execution, even with safe_mode=True, through a manually constructed, malicious .keras archive. By altering the config.json file within the...

CVSS 9.8 EPSS 4.8% keras CWE-94
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CRITICAL CVE-2025-1945

picklescan before 0.0.23 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...

CVSS 9.8 EPSS 0.3% picklescan CWE-345
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CRITICAL CVE-2025-25362

Spacy-LLM Server-Side Template Injection (SSTI) vulnerability

CVSS 9.8 EPSS 0.5% CWE-94
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CRITICAL CVE-2023-25574

LTI JupyterHub Authenticator does not properly validate JWT Signature

CVSS 10.0 EPSS 0.2% CWE-347
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CRITICAL CVE-2024-12366

PandasAI uses an interactive prompt function that is vulnerable to prompt injection and run arbitrary Python code that can lead to Remote Code Execution (RCE) instead of the intended explanation of...

CVSS 9.8 EPSS 5.9% CWE-94
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CRITICAL CVE-2024-52803

LLama Factory enables fine-tuning of large language models. A critical remote OS command injection vulnerability has been identified in the LLama Factory training process. This vulnerability arises...

CVSS 9.8 EPSS 2.4% llamafactory Patch: 0.9.1 CWE-78
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CRITICAL CVE-2024-52384

Unrestricted Upload of File with Dangerous Type vulnerability in Sage AI Sage AI: Chatbots, OpenAI GPT-4 Bulk Articles, Dalle-3 Image Generation allows Upload a Web Shell to a Web Server.This issue...

CVSS 9.9
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CRITICAL CVE-2024-48061

langflow <=1.0.18 is vulnerable to Remote Code Execution (RCE) as any component provided the code functionality and the components run on the local machine rather than in a sandbox.

CVSS 9.8 EPSS 10.2% langflow CWE-94
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CRITICAL CVE-2024-42835

langflow v1.0.12 was discovered to contain a remote code execution (RCE) vulnerability via the PythonCodeTool component.

CVSS 9.8 EPSS 16.2% langflow
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CRITICAL CVE-2024-48063

In PyTorch <=2.4.1, the RemoteModule has Deserialization RCE. NOTE: this is disputed by multiple parties because this is intended behavior in PyTorch distributed computing.

CVSS 9.8 pytorch CWE-502
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CRITICAL CVE-2024-8309

A vulnerability in the GraphCypherQAChain class of langchain-ai/langchain version 0.2.5 allows for SQL injection through prompt injection. This vulnerability can lead to unauthorized data...

CVSS 9.8 EPSS 3.0% langchain CWE-74
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CRITICAL CVE-2024-7774

A path traversal vulnerability exists in the `getFullPath` method of langchain-ai/langchainjs version 0.2.5. This vulnerability allows attackers to save files anywhere in the filesystem, overwrite...

CVSS 9.1 langchain.js CWE-22
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CRITICAL CVE-2024-7042

A vulnerability in the GraphCypherQAChain class of langchain-ai/langchainjs versions 0.2.5 and all versions with this class allows for prompt injection, leading to SQL injection. This vulnerability...

CVSS 9.8 langchain
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CRITICAL CVE-2024-49326

Unrestricted Upload of File with Dangerous Type vulnerability in Vasilis Kerasiotis Affiliator allows Upload a Web Shell to a Web Server.This issue affects Affiliator: from n/a through 2.1.3.

CVSS 9.8 affiliator
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CRITICAL CVE-2024-47871

Gradio is an open-source Python package designed for quick prototyping. This vulnerability involves **insecure communication** between the FRP (Fast Reverse Proxy) client and server when Gradio's...

CVSS 9.1 EPSS 0.1% gradio CWE-311
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CRITICAL CVE-2024-47167

Gradio is an open-source Python package designed for quick prototyping. This vulnerability relates to **Server-Side Request Forgery (SSRF)** in the `/queue/join` endpoint. Gradio’s...

CVSS 9.8 EPSS 0.2% gradio CWE-918
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CRITICAL CVE-2024-46946

langchain_experimental (aka LangChain Experimental) 0.1.17 through 0.3.0 for LangChain allows attackers to execute arbitrary code through sympy.sympify (which uses eval) in LLMSymbolicMathChain....

CVSS 9.8 langchain-experimental
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CRITICAL CVE-2024-41120

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the `url` variable on line 63 of...

CVSS 9.8 streamlit-geospatial CWE-918
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CRITICAL CVE-2024-41119

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the `vis_params` variable on line 80 in...

CVSS 9.8 streamlit-geospatial
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