121 results · Feed
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Critical 9.8
TensorFlow vulnerable to heap out-of-buffer read in the QuantizeAndDequantize operation
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 remote code execution. The fix will be included in TensorFlow ve…
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High 7.5
TensorFlow has Floating Point Exception in AvgPoolGrad with XLA
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 point exception. A fix is included in TensorFlow version 2.12.…
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High 7.5
TensorFlow has Null Pointer Error in QuantizedMatMulWithBiasAndDequantize
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 TensorFlow version 2.12.0 and version 2.11.1.
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High 7.5
TensorFlow has segmentation fault in tfg-translate
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.
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High 7.5
TensorFlow has Null Pointer Error in LookupTableImportV2
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 TensorFlow version 2.12.0 and version 2.11.1.
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High 7.5
TensorFlow has Floating Point Exception in TensorListSplit with XLA
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 2.12.0 and version 2.11.1.
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High 7.5
TensorFlow has Null Pointer Error in RandomShuffle with XLA enable
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 2.11.1.
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High 7.5
TensorFlow has Segfault in Bincount with XLA
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 same shape as parameter `arr` nor a length-0 tensor. A fix …
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High 7.5
TensorFlow has null dereference on ParallelConcat with XLA
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 parameter `shape` with rank that is not greater than zero. A fix i…
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High 8.0
TensorFlow has double free in Fractional(Max/Avg)Pool
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 of their parameter `pooling_ratio` to be equal to 1.0, as po…
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High 7.5
TensorFlow has Floating Point Exception in TFLite in conv kernel
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 version 2.12. TensorFlow will also cherrypick the fix commit …
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Medium 6.5
A cleartext transmission of sensitive information vulnerability exists in curl <v7.88.0 that could cause HSTS functiona…
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Critical 9.1
A cleartext transmission of sensitive information vulnerability exists in curl <v7.88.0 that could cause HSTS functiona…
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Medium 6.5
An allocation of resources without limits or throttling vulnerability exists in curl <v7.88.0 based on the "chained" HT…
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Medium 5.9
A use after free vulnerability exists in curl <7.87.0. Curl can be asked to *tunnel* virtually all protocols it support…
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High 7.5CVE-2022-43551 EPSS 17%
A vulnerability exists in curl <7.87.0 HSTS check that could be bypassed to trick it to keep using HTTP. Using its HSTS…
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Unscored —
curl can be told to parse a `.netrc` file for credentials. If that file endsin a line with 4095 consecutive non-white s…
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Critical 9.8
When doing HTTP(S) transfers, libcurl might erroneously use the read callback (`CURLOPT_READFUNCTION`) to ask for data …
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Medium 4.8
Unckecked rank size in `tf.image.generate_bounding_box_proposals` in Tensorflow
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 have patched the issue in GitHub commit cf35502463a88ca7185a99d…
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Medium 4.8
`tf.raw_ops.Mfcc` crashes in Tensorflow
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 crash. We have patched the issue in GitHub commit 39ec7eaf1428e90…
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Medium 4.8
`MirrorPadGrad` heap out of bounds read in Tensorflow
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 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92. The fix will be inclu…
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Medium 4.8
`CHECK` fail via inputs in `PyFunc` in Tensorflow
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 commit 9f03a9d3bafe902c1e6beb105b2f24172f238645. The fix will b…
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Medium 4.8
Segfault in `CompositeTensorVariantToComponents` in Tensorflow
TensorFlow is an open source platform for machine learning. An input `encoded` that is not a valid `CompositeTensorVariant` tensor will trigger a segfault in `tf.raw_ops.CompositeTensorVariantToComponents`. We have patched the issue in GitHub commits bf594d08…
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Medium 4.8
`CHECK_EQ` fail in `tf.raw_ops.TensorListResize` in Tensorflow
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 of service attack. We have patched the issue in GitHub comm…
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High 7.1
Buffer overflow in `CONV_3D_TRANSPOSE` on TFLite
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 result. Instead of `data_ptr += num_channels;` it should be `data_…
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Medium 4.8
`FractionalMaxPoolGrad` Heap out of bounds read in Tensorflow
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 the issue in GitHub commit d71090c3e5ca325bdf4b02eb236cfb3ee…
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Medium 4.8
Overflow in `ImageProjectiveTransformV2` in Tensorflow
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 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. The fix will be included…
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Medium 4.8
Overflow in `ResizeNearestNeighborGrad` in Tensorflow
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 00c821af032ba9e5f5fa3fe14690c8d28a657624. The fix will be included …
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High 7.1
FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow
TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the cont…
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Medium 4.8
`CHECK` fail via inputs in `SdcaOptimizer` in Tensorflow
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 GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. The …
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Medium 4.8
Segfault in `tf.raw_ops.TensorListConcat` in Tensorflow
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 service attack. We have patched the issue in GitHub commit fc33f3d…
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Medium 4.8
`CHECK` fail in `BCast` overflow in Tensorflow
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 be seen in `tf.experimental.numpy.outer` by passing in larg…
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Medium 4.8
`CHECK` fail via inputs in `SparseFillEmptyRowsGrad` in Tensorflow
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 af4a6a3c8b95022c351edae94560acc61253a1b8. The fix will be included in TensorFlow …
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Medium 4.8
Invalid char to bool conversion when printing a tensor in Tensorflow
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 element type. However, conversions from `char` to `bool` are und…
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Medium 6.8
ThreadUnsafeUnigramCandidateSampler Heap out of bounds in Tensorflow
TensorFlow is an open source platform for machine learning. When the `BaseCandidateSamplerOp` function receives a value in `true_classes` larger than `range_max`, a heap oob read occurs. We have patched the issue in GitHub commit b389f5c944cadfdfe599b3f1e4026…
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Medium 4.8
Seg fault in `ndarray_tensor_bridge` due to zero and large inputs in Tensorflow
TensorFlow is an open source platform for machine learning. If a numpy array is created with a shape such that one element is zero and the others sum to a large number, an error will be raised. We have patched the issue in GitHub commit 2b56169c16e375c521a3bc…
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Medium 5.5
Segfault via invalid attributes in `pywrap_tfe_src.cc` in Tensorflow
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 caught. An example can be seen in `tf.compat.v1.extract_vol…
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Medium 4.8
`CHECK_EQ` fail via input in `SparseMatrixNNZ` in Tensorflow
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 patched the issue in GitHub commit f856d02e5322821aad155dad…
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High 8.1
curl before 7.86.0 has a double free. If curl is told to use an HTTP proxy for a transfer with a non-HTTP(S) URL, it se…
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High 7.5
In curl before 7.86.0, the HSTS check could be bypassed to trick it into staying with HTTP. Using its HSTS support, cur…