AI Security Threat Feed

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

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AI/ML CVEs Tracked

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Showing 50 of 171 results — Critical severity
CRITICAL CVE-2024-41118

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the `url` variable on line 47 of...

CVSS 9.8 streamlit-geospatial CWE-918
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CRITICAL CVE-2024-41117

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the `vis_params` variable on line 115 in...

CVSS 9.8 streamlit-geospatial
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CRITICAL CVE-2024-41116

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the `vis_params` variable on line 1254 in...

CVSS 9.8 streamlit-geospatial
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CRITICAL CVE-2024-41115

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the `palette` variable on line 488 in...

CVSS 9.8 streamlit-geospatial
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CRITICAL CVE-2024-41114

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the `palette` variable on line 430 in...

CVSS 9.8 streamlit-geospatial
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CRITICAL CVE-2024-41113

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the `vis_params` variable on line 383 or line 390 in...

CVSS 9.8 streamlit-geospatial
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CRITICAL CVE-2024-41112

streamlit-geospatial is a streamlit multipage app for geospatial applications. Prior to commit c4f81d9616d40c60584e36abb15300853a66e489, the palette variable in `pages/1_📷_Timelapse.py` takes user...

CVSS 9.8 streamlit-geospatial
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CRITICAL CVE-2024-35198

TorchServe is a flexible and easy-to-use tool for serving and scaling PyTorch models in production. TorchServe 's check on allowed_urls configuration can be by-passed if the URL contains characters...

CVSS 9.8 torchserve
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CRITICAL CVE-2024-39236

Gradio v4.36.1 was discovered to contain a code injection vulnerability via the component /gradio/component_meta.py. This vulnerability is triggered via a crafted input. NOTE: the supplier disputes...

CVSS 9.8 gradio
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CRITICAL CVE-2024-37014

Langflow through 0.6.19 allows remote code execution if untrusted users are able to reach the "POST /api/v1/custom_component" endpoint and provide a Python script.

CVSS 9.8 EPSS 6.5% langflow CWE-94
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CRITICAL CVE-2024-3234

The gaizhenbiao/chuanhuchatgpt application is vulnerable to a path traversal attack due to its use of an outdated gradio component. The application is designed to restrict user access to resources...

CVSS 9.8
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CRITICAL CVE-2024-5452

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...

CVSS 9.8 EPSS 56.7% pytorch_lightning CWE-913
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CRITICAL CVE-2024-4253

A command injection vulnerability exists in the gradio-app/gradio repository, specifically within the 'test-functional.yml' workflow. The vulnerability arises due to improper neutralization of...

CVSS 9.1 gradio
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CRITICAL CVE-2024-34359

llama-cpp-python is the Python bindings for llama.cpp. `llama-cpp-python` depends on class `Llama` in `llama.py` to load `.gguf` llama.cpp or Latency Machine Learning Models. The `__init__`...

CVSS 9.6
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CRITICAL CVE-2024-3660

A arbitrary code injection vulnerability in TensorFlow's Keras framework (<2.13) allows attackers to execute arbitrary code with the same permissions as the application using a model that allow...

CVSS 9.8 keras CWE-94
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CRITICAL CVE-2024-3573

mlflow/mlflow is vulnerable to Local File Inclusion (LFI) due to improper parsing of URIs, allowing attackers to bypass checks and read arbitrary files on the system. The issue arises from the...

CVSS 9.3 mlflow CWE-22
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CRITICAL CVE-2024-2912

An insecure deserialization vulnerability exists in the BentoML framework, allowing remote code execution (RCE) by sending a specially crafted POST request. By exploiting this vulnerability,...

CVSS 10.0
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CRITICAL CVE-2024-3568

The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_repo_checkpoint()` function of the `TFPreTrainedModel()`...

CVSS 9.6 transformers
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CRITICAL CVE-2024-2057

A vulnerability was found in LangChain langchain_community 0.0.26. It has been classified as critical. Affected is the function load_local in the library...

CVSS 9.8 langchain
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CRITICAL CVE-2024-27444

langchain_experimental (aka LangChain Experimental) in LangChain before 0.1.8 allows an attacker to bypass the CVE-2023-44467 fix and execute arbitrary code via the __import__, __subclasses__,...

CVSS 9.8 langchain-experimental
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CRITICAL CVE-2024-27133

Insufficient sanitization in MLflow leads to XSS when running a recipe that uses an untrusted dataset. This issue leads to a client-side RCE when running the recipe in Jupyter Notebook. The...

CVSS 9.6 mlflow
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CRITICAL CVE-2024-27132

Insufficient sanitization in MLflow leads to XSS when running an untrusted recipe. This issue leads to a client-side RCE when running an untrusted recipe in Jupyter Notebook. The vulnerability...

CVSS 9.6 mlflow
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CRITICAL CVE-2024-0964

A local file include could be remotely triggered in Gradio due to a vulnerable user-supplied JSON value in an API request.

CVSS 9.4 gradio CWE-22
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CRITICAL CVE-2024-23751

LlamaIndex (aka llama_index) through 0.9.34 allows SQL injection via the Text-to-SQL feature in NLSQLTableQueryEngine, SQLTableRetrieverQueryEngine, NLSQLRetriever, RetrieverQueryEngine, and...

CVSS 9.8 llamaindex CWE-89
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CRITICAL CVE-2023-48022

Ray has arbitrary code execution via jobs submission API

CVSS 9.8 EPSS 91.8% ray CWE-829
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CRITICAL CVE-2023-6020

Ray Missing Authorization vulnerability

CVSS 9.3 EPSS 80.4% ray Patch: 2.8.1 CWE-598
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CRITICAL CVE-2023-6014

An attacker is able to arbitrarily create an account in MLflow bypassing any authentication requirment.

CVSS 9.8 mlflow
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CRITICAL CVE-2023-6021

Ray Path Traversal vulnerability

CVSS 9.3 EPSS 87.3% ray Patch: 2.8.1 CWE-22
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CRITICAL CVE-2023-6019

Ray OS Command Injection vulnerability

CVSS 9.8 EPSS 88.7% ray Patch: 2.8.1 CWE-78
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CRITICAL CVE-2023-6018

An attacker can overwrite any file on the server hosting MLflow without any authentication.

CVSS 9.8 mlflow
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CRITICAL CVE-2023-5245

FileUtil.extract() enumerates all zip file entries and extracts each file without validating whether file paths in the archive are outside the intended directory. When creating an instance of...

CVSS 9.8
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CRITICAL CVE-2023-32785

Langchain SQL Injection vulnerability

CVSS 9.8 langchain Patch: 0.0.247 CWE-74
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CRITICAL CVE-2023-44467

langchain_experimental (aka LangChain Experimental) in LangChain before 0.0.306 allows an attacker to bypass the CVE-2023-36258 fix and execute arbitrary code via __import__ in Python code, which is...

CVSS 9.8 langchain_experimental
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CRITICAL CVE-2023-43654

TorchServe is a tool for serving and scaling PyTorch models in production. TorchServe default configuration lacks proper input validation, enabling third parties to invoke remote HTTP download...

CVSS 9.8 torchserve
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CRITICAL CVE-2023-39631

An issue in LanChain-ai Langchain v.0.0.245 allows a remote attacker to execute arbitrary code via the evaluate function in the numexpr library.

CVSS 9.8 EPSS 3.3% langchain CWE-94
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CRITICAL CVE-2023-36281

An issue in langchain v.0.0.171 allows a remote attacker to execute arbitrary code via a JSON file to load_prompt. This is related to __subclasses__ or a template.

CVSS 9.8 langchain CWE-94
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CRITICAL CVE-2023-39659

An issue in langchain langchain-ai v.0.0.232 and before allows a remote attacker to execute arbitrary code via a crafted script to the PythonAstREPLTool._run component.

CVSS 9.8 langchain CWE-74
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CRITICAL CVE-2023-38896

An issue in Harrison Chase langchain v.0.0.194 and before allows a remote attacker to execute arbitrary code via the from_math_prompt and from_colored_object_prompt functions.

CVSS 9.8 langchain CWE-74
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CRITICAL CVE-2023-38860

An issue in LangChain v.0.0.231 allows a remote attacker to execute arbitrary code via the prompt parameter.

CVSS 9.8 EPSS 1.4% langchain CWE-94
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CRITICAL CVE-2023-36095

An issue in Harrison Chase langchain v.0.0.194 allows an attacker to execute arbitrary code via the python exec calls in the PALChain, affected functions include from_math_prompt and...

CVSS 9.8 langchain CWE-94
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CRITICAL CVE-2023-3765

Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.5.0.

CVSS 10.0 mlflow
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CRITICAL CVE-2023-3686

A vulnerability was found in Bylancer QuickAI OpenAI 3.8.1. It has been declared as critical. This vulnerability affects unknown code of the file /blog of the component GET Parameter Handler. The...

CVSS 9.8 quickai_openai
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CRITICAL CVE-2023-36188

An issue in langchain v.0.0.64 allows a remote attacker to execute arbitrary code via the PALChain parameter in the Python exec method.

CVSS 9.8 langchain CWE-74
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CRITICAL CVE-2023-36258

An issue in LangChain before 0.0.236 allows an attacker to execute arbitrary code because Python code with os.system, exec, or eval can be used.

CVSS 9.8 EPSS 0.5% langchain CWE-94
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CRITICAL CVE-2023-34541

Langchain 0.0.171 is vulnerable to Arbitrary code execution in load_prompt.

CVSS 9.8 langchain
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CRITICAL CVE-2023-34540

Langchain before v0.0.225 was discovered to contain a remote code execution (RCE) vulnerability in the component JiraAPIWrapper (aka the JIRA API wrapper). This vulnerability allows attackers to...

CVSS 9.8 langchain
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CRITICAL CVE-2023-34239

Gradio is an open-source Python library that is used to build machine learning and data science. Due to a lack of path filtering Gradio does not properly restrict file access to users. Additionally...

CVSS 9.1 gradio
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CRITICAL CVE-2023-2780

Path Traversal: '\..\filename' in GitHub repository mlflow/mlflow prior to 2.3.1.

CVSS 9.8 mlflow
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CRITICAL CVE-2023-29374

In LangChain through 0.0.131, the LLMMathChain chain allows prompt injection attacks that can execute arbitrary code via the Python exec method.

CVSS 9.8 EPSS 4.5% langchain CWE-74
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CRITICAL CVE-2023-25668

TensorFlow is an open source platform for machine learning. Attackers using Tensorflow prior to 2.12.0 or 2.11.1 can access heap memory which is not in the control of user, leading to a crash or...

CVSS 9.8 tensorflow
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