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 450 results — High severity, no patch
HIGH CVE-2023-6709

Improper Neutralization of Special Elements Used in a Template Engine in GitHub repository mlflow/mlflow prior to 2.9.2.

CVSS 8.8 mlflow
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HIGH CVE-2023-43472

An issue in MLFlow versions 2.8.1 and before allows a remote attacker to obtain sensitive information via a crafted request to REST API.

CVSS 7.5 mlflow
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HIGH CVE-2023-6015

MLflow allowed arbitrary files to be PUT onto the server.

CVSS 7.5 mlflow
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HIGH CVE-2023-46315

The zanllp sd-webui-infinite-image-browsing (aka Infinite Image Browsing) extension before 977815a for stable-diffusion-webui (aka Stable Diffusion web UI), if Gradio authentication is enabled...

CVSS 7.5
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HIGH CVE-2023-32786

In Langchain through 0.0.155, prompt injection allows an attacker to force the service to retrieve data from an arbitrary URL, essentially providing SSRF and potentially injecting content into...

CVSS 7.5 langchain CWE-74
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HIGH CVE-2023-46229

LangChain before 0.0.317 allows SSRF via document_loaders/recursive_url_loader.py because crawling can proceed from an external server to an internal server.

CVSS 8.8 langchain CWE-918
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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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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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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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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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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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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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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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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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HIGH CVE-2022-41911

TensorFlow is an open source platform for machine learning. When printing a tensor, we get it's data as a `const char*` array (since that's the underlying storage) and then we typecast it to the...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41909

TensorFlow is an open source platform for machine learning. An input `encoded` that is not a valid `CompositeTensorVariant` tensor will trigger a segfault in...

CVSS 7.5 tensorflow CWE-476
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HIGH CVE-2022-41908

TensorFlow is an open source platform for machine learning. An input `token` that is not a UTF-8 bytestring will trigger a `CHECK` fail in `tf.raw_ops.PyFunc`. We have patched the issue in GitHub...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41907

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ResizeNearestNeighborGrad` is given a large `size` input, it overflows. We have patched the issue in GitHub commit...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41901

TensorFlow is an open source platform for machine learning. An input `sparse_matrix` that is not a matrix with a shape with rank 0 will trigger a `CHECK` fail in `tf.raw_ops.SparseMatrixNNZ`. We have...

CVSS 7.5 tensorflow CWE-617
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HIGH CVE-2022-41899

TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in...

CVSS 7.5 tensorflow CWE-617
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HIGH CVE-2022-41898

TensorFlow is an open source platform for machine learning. If `SparseFillEmptyRowsGrad` is given empty inputs, TensorFlow will crash. We have patched the issue in GitHub commit...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41897

TensorFlow is an open source platform for machine learning. If `FractionMaxPoolGrad` is given outsize inputs `row_pooling_sequence` and `col_pooling_sequence`, TensorFlow will crash. We have patched...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41896

TensorFlow is an open source platform for machine learning. If `ThreadUnsafeUnigramCandidateSampler` is given input `filterbank_channel_count` greater than the allowed max size, TensorFlow will...

CVSS 7.5 tensorflow CWE-1284
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HIGH CVE-2022-41895

TensorFlow is an open source platform for machine learning. If `MirrorPadGrad` is given outsize input `paddings`, TensorFlow will give a heap OOB error. We have patched the issue in GitHub commit...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41894

TensorFlow is an open source platform for machine learning. The reference kernel of the `CONV_3D_TRANSPOSE` TensorFlow Lite operator wrongly increments the data_ptr when adding the bias to the...

CVSS 8.1 tensorflow
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HIGH CVE-2022-41893

TensorFlow is an open source platform for machine learning. If `tf.raw_ops.TensorListResize` is given a nonscalar value for input `size`, it results `CHECK` fail which can be used to trigger a denial...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41891

TensorFlow is an open source platform for machine learning. If `tf.raw_ops.TensorListConcat` is given `element_shape=[]`, it results segmentation fault which can be used to trigger a denial of...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41890

TensorFlow is an open source platform for machine learning. If `BCast::ToShape` is given input larger than an `int32`, it will crash, despite being supposed to handle up to an `int64`. An example can...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41889

TensorFlow is an open source platform for machine learning. If a list of quantized tensors is assigned to an attribute, the pywrap code fails to parse the tensor and returns a `nullptr`, which is not...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41888

TensorFlow is an open source platform for machine learning. When running on GPU, `tf.image.generate_bounding_box_proposals` receives a `scores` input that must be of rank 4 but is not checked. We...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41887

TensorFlow is an open source platform for machine learning. `tf.keras.losses.poisson` receives a `y_pred` and `y_true` that are passed through `functor::mul` in `BinaryOp`. If the resulting...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41886

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ImageProjectiveTransformV2` is given a large output shape, it overflows. We have patched the issue in GitHub commit...

CVSS 7.5 tensorflow
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HIGH CVE-2022-41885

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit...

CVSS 7.5 tensorflow CWE-131
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