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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Showing 50 of 973 results — no patch
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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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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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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HIGH CVE-2023-27506

Improper buffer restrictions in the Intel(R) Optimization for Tensorflow software before version 2.12 may allow an authenticated user to potentially enable escalation of privilege via local access.

CVSS 7.8 optimization_for_tensorflow CWE-119
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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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HIGH CVE-2023-4033

OS Command Injection in GitHub repository mlflow/mlflow prior to 2.6.0.

CVSS 7.8 EPSS 0.2% mlflow CWE-78
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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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HIGH CVE-2023-36189

SQL injection vulnerability in langchain before v0.0.247 allows a remote attacker to obtain sensitive information via the SQLDatabaseChain component.

CVSS 7.5 EPSS 0.2% langchain CWE-89
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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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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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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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HIGH CVE-2023-30172

A directory traversal vulnerability in the /get-artifact API method of the mlflow platform up to v2.0.1 allows attackers to read arbitrary files on the server via the path parameter.

CVSS 7.5 mlflow CWE-22
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HIGH CVE-2023-27564

The n8n package 0.218.0 for Node.js allows Information Disclosure.

CVSS 7.5 n8n CWE-668
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HIGH CVE-2023-27563

The n8n package 0.218.0 for Node.js allows Escalation of Privileges.

CVSS 8.8 n8n
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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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HIGH CVE-2023-2356

Relative Path Traversal in GitHub repository mlflow/mlflow prior to 2.3.1.

CVSS 7.5 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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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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HIGH CVE-2023-27579

TensorFlow is an end-to-end open source platform for machine learning. Constructing a tflite model with a paramater `filter_input_channel` of less than 1 gives a FPE. This issue has been patched in...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25801

TensorFlow is an open source machine learning platform. Prior to versions 2.12.0 and 2.11.1, `nn_ops.fractional_avg_pool_v2` and `nn_ops.fractional_max_pool_v2` require the first and fourth elements...

CVSS 7.8 tensorflow
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HIGH CVE-2023-25676

TensorFlow is an open source machine learning platform. When running versions prior to 2.12.0 and 2.11.1 with XLA, `tf.raw_ops.ParallelConcat` segfaults with a nullptr dereference when given a...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25675

TensorFlow is an open source machine learning platform. When running versions prior to 2.12.0 and 2.11.1 with XLA, `tf.raw_ops.Bincount` segfaults when given a parameter `weights` that is neither the...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25674

TensorFlow is an open source machine learning platform. Versions prior to 2.12.0 and 2.11.1 have a null pointer error in RandomShuffle with XLA enabled. A fix is included in TensorFlow 2.12.0 and...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25673

TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 have a Floating Point Exception in TensorListSplit with XLA. A fix is included in TensorFlow version...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25672

TensorFlow is an open source platform for machine learning. The function `tf.raw_ops.LookupTableImportV2` cannot handle scalars in the `values` parameter and gives an NPE. A fix is included in...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25671

TensorFlow is an open source platform for machine learning. There is out-of-bounds access due to mismatched integer type sizes. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.

CVSS 7.5 tensorflow
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HIGH CVE-2023-25670

TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 have a null point error in QuantizedMatMulWithBiasAndDequantize with MKL enabled. A fix is included in...

CVSS 7.5 tensorflow CWE-476
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HIGH CVE-2023-25669

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the stride and window size are not positive for `tf.raw_ops.AvgPoolGrad`, it can give a floating...

CVSS 7.5 tensorflow
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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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HIGH CVE-2023-25667

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, integer overflow occurs when `2^31 <= num_frames * height * width * channels < 2^32`, for example Full...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25666

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, there is a floating point exception in AudioSpectrogram. A fix is included in TensorFlow version...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25665

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when `SparseSparseMaximum` is given invalid sparse tensors as inputs, it can give a null pointer...

CVSS 7.5 tensorflow
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CRITICAL CVE-2023-25664

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, there is a heap buffer overflow in TAvgPoolGrad. A fix is included in TensorFlow 2.12.0 and 2.11.1.

CVSS 9.8 tensorflow
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HIGH CVE-2023-25663

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when `ctx->step_containter()` is a null ptr, the Lookup function will be executed with a null pointer....

CVSS 7.5 tensorflow
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HIGH CVE-2023-25662

TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 are vulnerable to integer overflow in EditDistance. A fix is included in TensorFlow version 2.12.0 and...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25660

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when the parameter `summarize` of `tf.raw_ops.Print` is zero, the new method `SummarizeArray<bool>`...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25659

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the parameter `indices` for `DynamicStitch` does not match the shape of the parameter `data`, it...

CVSS 7.5 tensorflow
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HIGH CVE-2023-25658

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, an out of bounds read is in GRUBlockCellGrad. A fix is included in TensorFlow 2.12.0 and 2.11.1.

CVSS 7.5 tensorflow
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CRITICAL CVE-2023-1177

Path Traversal: '\..\filename' in GitHub repository mlflow/mlflow prior to 2.2.1.

CVSS 9.8 mlflow
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