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

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228

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Latest AI Security Threats

Showing 50 of 311 results — Medium severity, no patch
MEDIUM CVE-2024-48052

In gradio <=4.42.0, the gr.DownloadButton function has a hidden server-side request forgery (SSRF) vulnerability. The reason is that within the save_url_to_cache function, there are no restrictions...

CVSS 6.5 EPSS 0.1% gradio CWE-918
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MEDIUM CVE-2024-6581

Lollms vulnerable to Cross-site Scripting

CVSS 6.5 EPSS 1.6% lollms CWE-79
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MEDIUM CVE-2024-6985

Lord of Large Language Models (LoLLMs) path traversal vulnerability in the api open_personality_folder endpoint

CVSS 4.4 EPSS 0.1% lollms CWE-23
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MEDIUM CVE-2024-47872

Gradio is an open-source Python package designed for quick prototyping. This vulnerability involves **Cross-Site Scripting (XSS)** on any Gradio server that allows file uploads. Authenticated users...

CVSS 5.4 EPSS 0.3% gradio CWE-79
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MEDIUM CVE-2024-47168

Gradio is an open-source Python package designed for quick prototyping. This vulnerability involves data exposure due to the enable_monitoring flag not properly disabling monitoring when set to...

CVSS 4.3 EPSS 0.2% gradio CWE-670
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MEDIUM CVE-2024-47166

Gradio is an open-source Python package designed for quick prototyping. This vulnerability involves a **one-level read path traversal** in the `/custom_component` endpoint. Attackers can exploit this...

CVSS 5.3 EPSS 0.2% gradio CWE-22
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MEDIUM CVE-2024-47165

Gradio is an open-source Python package designed for quick prototyping. This vulnerability relates to **CORS origin validation accepting a null origin**. When a Gradio server is deployed locally, the...

CVSS 5.4 EPSS 0.2% gradio CWE-285
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MEDIUM CVE-2024-47164

Gradio is an open-source Python package designed for quick prototyping. This vulnerability relates to the **bypass of directory traversal checks** within the `is_in_or_equal` function. This function,...

CVSS 6.5 EPSS 0.2% gradio CWE-22
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MEDIUM CVE-2024-7037

open-webui allows writing and deleting arbitrary files

CVSS 6.5 EPSS 2.3% open-webui CWE-22
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MEDIUM CVE-2024-7041

open-webui Insecure Direct Object Reference (IDOR) vulnerability

CVSS 6.5 EPSS 0.1% open-webui CWE-250
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MEDIUM CVE-2024-9277

A vulnerability classified as problematic was found in Langflow up to 1.0.18. Affected by this vulnerability is an unknown functionality of the file \src\backend\base\langflow\interface\utils.py of...

CVSS 6.5 EPSS 0.2% langflow CWE-1333
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MEDIUM CVE-2024-6845

The Chatbot with ChatGPT WordPress plugin before 2.4.6 does not have proper authorization in one of its REST endpoint, allowing unauthenticated users to retrieve the encoded key and then decode it,...

CVSS 5.3 CWE-862
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MEDIUM CVE-2024-8939

A vulnerability was found in the ilab model serve component, where improper handling of the best_of parameter in the vllm JSON web API can lead to a Denial of Service (DoS). The API used for...

CVSS 6.2
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MEDIUM CVE-2024-42474

Streamlit is a data oriented application development framework for python. Snowflake Streamlit open source addressed a security vulnerability via the static file sharing feature. Users of hosted...

CVSS 6.5 streamlit CWE-22
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MEDIUM CVE-2024-4940

An open redirect vulnerability exists in the gradio-app/gradio, affecting the latest version. The vulnerability allows an attacker to redirect users to arbitrary websites, which can be exploited for...

CVSS 6.1 gradio
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MEDIUM CVE-2024-5206

A sensitive data leakage vulnerability was identified in scikit-learn's TfidfVectorizer, specifically in versions up to and including 1.4.1.post1, which was fixed in version 1.5.0. The vulnerability...

CVSS 4.7 scikit-learn CWE-922
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MEDIUM CVE-2024-3099

A vulnerability in mlflow/mlflow version 2.11.1 allows attackers to create multiple models with the same name by exploiting URL encoding. This flaw can lead to Denial of Service (DoS) as an...

CVSS 5.4 mlflow
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MEDIUM CVE-2024-4858

The Testimonial Carousel For Elementor plugin for WordPress is vulnerable to unauthorized modification of data due to a missing capability check on the 'save_testimonials_option_callback' function in...

CVSS 5.3 CWE-862
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MEDIUM CVE-2024-0451

The AI ChatBot plugin for WordPress is vulnerable to unauthorized access of data due to a missing capability check on the openai_file_list_callback function in all versions up to, and including,...

CVSS 5.0 CWE-862
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MEDIUM CVE-2024-4263

A broken access control vulnerability exists in mlflow/mlflow versions before 2.10.1, where low privilege users with only EDIT permissions on an experiment can delete any artifacts. This issue arises...

CVSS 5.4 mlflow
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MEDIUM CVE-2024-31584

Pytorch before v2.2.0 has an Out-of-bounds Read vulnerability via the component torch/csrc/jit/mobile/flatbuffer_loader.cpp.

CVSS 5.5 pytorch
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MEDIUM CVE-2024-31580

PyTorch before v2.2.0 was discovered to contain a heap buffer overflow vulnerability in the component /runtime/vararg_functions.cpp. This vulnerability allows attackers to cause a Denial of Service...

CVSS 4.0 pytorch
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MEDIUM CVE-2024-31462

stable-diffusion-webui is a web interface for Stable Diffusion, implemented using Gradio library. Stable-diffusion-webui 1.7.0 is vulnerable to a limited file write affecting Windows systems. The...

CVSS 6.3
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MEDIUM CVE-2024-28224

Ollama before 0.1.29 has a DNS rebinding vulnerability that can inadvertently allow remote access to the full API, thereby letting an unauthorized user chat with a large language model, delete a...

CVSS 6.6 ollama
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MEDIUM CVE-2024-2206

An SSRF vulnerability exists in the gradio-app/gradio due to insufficient validation of user-supplied URLs in the `/proxy` route. Attackers can exploit this vulnerability by manipulating the...

CVSS 6.5 gradio
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MEDIUM CVE-2024-1455

A vulnerability in the langchain-ai/langchain repository allows for a Billion Laughs Attack, a type of XML External Entity (XXE) exploitation. By nesting multiple layers of entities within an XML...

CVSS 5.9 langchain
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MEDIUM CVE-2023-30767

Improper buffer restrictions in Intel(R) Optimization for TensorFlow before version 2.13.0 may allow an authenticated user to potentially enable escalation of privilege via local access.

CVSS 6.7 optimization_for_tensorflow CWE-119
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MEDIUM CVE-2023-6568

A reflected Cross-Site Scripting (XSS) vulnerability exists in the mlflow/mlflow repository, specifically within the handling of the Content-Type header in POST requests. An attacker can inject...

CVSS 6.1 mlflow CWE-79
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MEDIUM CVE-2023-48299

TorchServe is a tool for serving and scaling PyTorch models in production. Starting in version 0.1.0 and prior to version 0.9.0, using the model/workflow management API, there is a chance of...

CVSS 5.3 torchserve
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MEDIUM CVE-2023-41626

Gradio v3.27.0 was discovered to contain an arbitrary file upload vulnerability via the /upload interface.

CVSS 4.8 gradio CWE-434
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MEDIUM CVE-2023-2800

Insecure Temporary File in GitHub repository huggingface/transformers prior to 4.30.0.

CVSS 4.7 EPSS 0.0% transformers CWE-377
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MEDIUM CVE-2023-27562

The n8n package 0.218.0 for Node.js allows Directory Traversal.

CVSS 6.5 n8n CWE-22
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MEDIUM CVE-2023-1651

The AI ChatBot WordPress plugin before 4.4.9 does not have authorisation and CSRF in the AJAX action responsible to update the OpenAI settings, allowing any authenticated users, such as subscriber to...

CVSS 5.4
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MEDIUM CVE-2023-25661

TensorFlow is an Open Source Machine Learning Framework. In versions prior to 2.11.1 a malicious invalid input crashes a tensorflow model (Check Failed) and can be used to trigger a denial of service...

CVSS 6.5 tensorflow
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MEDIUM CVE-2023-27494

Streamlit, software for turning data scripts into web applications, had a cross-site scripting (XSS) vulnerability in versions 0.63.0 through 0.80.0. Users of hosted Streamlit app(s) were vulnerable...

CVSS 6.1 streamlit
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MEDIUM CVE-2022-35918

Streamlit is a data oriented application development framework for python. Users hosting Streamlit app(s) that use custom components are vulnerable to a directory traversal attack that could leak...

CVSS 6.5 streamlit CWE-22
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MEDIUM CVE-2022-29213

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the `tf.compat.v1.signal.rfft2d` and `tf.compat.v1.signal.rfft3d` lack input validation...

CVSS 5.5 tensorflow CWE-617
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MEDIUM CVE-2022-29212

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, certain TFLite models that were created using TFLite model converter would crash when...

CVSS 5.5 tensorflow
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MEDIUM CVE-2022-29211

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.histogram_fixed_width` is vulnerable to a crash when the values...

CVSS 5.5 tensorflow
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MEDIUM CVE-2022-29210

TensorFlow is an open source platform for machine learning. In version 2.8.0, the `TensorKey` hash function used total estimated `AllocatedBytes()`, which (a) is an estimate per tensor, and (b) is a...

CVSS 5.5 tensorflow CWE-787
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MEDIUM CVE-2022-29209

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the macros that TensorFlow uses for writing assertions (e.g., `CHECK_LT`, `CHECK_GT`,...

CVSS 5.5 tensorflow
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MEDIUM CVE-2022-29206

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.SparseTensorDenseAdd` does not fully validate the input...

CVSS 5.5 tensorflow
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MEDIUM CVE-2022-29205

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, there is a potential for segfault / denial of service in TensorFlow by calling...

CVSS 5.5 tensorflow
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MEDIUM CVE-2022-29204

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.UnsortedSegmentJoin` does not fully validate the input...

CVSS 5.5 tensorflow CWE-20
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MEDIUM CVE-2022-29203

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.SpaceToBatchND` (in all backends such as XLA and...

CVSS 5.5 tensorflow
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MEDIUM CVE-2022-29202

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments....

CVSS 5.5 tensorflow CWE-1284
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MEDIUM CVE-2022-29201

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.QuantizedConv2D` does not fully validate the input...

CVSS 5.5 tensorflow
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MEDIUM CVE-2022-29207

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, multiple TensorFlow operations misbehave in eager mode when the resource handle provided...

CVSS 5.5 tensorflow
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MEDIUM CVE-2022-29200

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.LSTMBlockCell` does not fully validate the input...

CVSS 5.5 tensorflow CWE-1284
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MEDIUM CVE-2022-29199

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.LoadAndRemapMatrix does not fully validate the input...

CVSS 5.5 tensorflow
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