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Vulnerabilities associated with tensorflow-gpu.

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Showing 25 vulnerabilities on this page for tensorflow-gpu

Signals CISA KEV Ransomware Nuclei
VulnerabilityTitle and contextCVSSEPSSPoCsSignals

TensorFlow segfault in array_ops.upper_bound

TensorFlow is an end-to-end open source platform for machine learning. `array_ops.upper_bound` causes a segfault when not given a rank 2 tensor. The fix will be included in TensorFlow 2.13 and will also cherrypick this commit on TensorFlow 2.12.

CWE-190Jul 30, 2024
CVSS-v4.0EPSS0.429%PoCs0SignalsSTIX

TensorFlow vulnerable to seg fault in `tf.raw_ops.Print`

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>` will reference to a nullptr, leading to a seg fault. A fix is included in TensorFlow version 2.12 and version 2.11.1.

CWE-476Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

TensorFlow vulnerable to Out-of-Bounds Read in DynamicStitch

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 can trigger an stack OOB read. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.

CWE-125Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

TensorFlow vulnerable to Out-of-Bounds Read in GRUBlockCellGrad

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.

CWE-125Mar 24, 2023
CVSS7.5v3.1EPSS0.383%PoCs0SignalsSTIX

TensorFlow vulnerable to integer overflow in EditDistance

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 version 2.11.1.

CWE-190Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

TensorFlow has Null Pointer Error in TensorArrayConcatV2

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. A fix is included in TensorFlow 2.12.0 and 2.11.1.

CWE-476Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

TensorFlow vulnerable to segfault when opening multiframe gif

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 HD screencast of at least 346 frames. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.

CWE-190Mar 24, 2023
CVSS6.5v3.1EPSS0.305%PoCs0SignalsSTIX

TensorFlow has Floating Point Exception in AudioSpectrogram

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 2.12.0 and version 2.11.1.

CWE-697Mar 24, 2023
CVSS7.5v3.1EPSS0.383%PoCs0SignalsSTIX

TensorFlow has Null Pointer Error in SparseSparseMaximum

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 error. A fix is included in TensorFlow version 2.12 and version 2.11.1.

CWE-476Mar 24, 2023
CVSS7.5v3.1EPSS0.439%PoCs0SignalsSTIX

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 version 2.12.0 and will also cherrypick this commit on TensorFlow version 2.11.1.

CWE-122CWE-125Mar 24, 2023
CVSS9.8v3.1EPSS0.831%PoCs0SignalsSTIX

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 2.12.0 and version 2.11.1.

CWE-697Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

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.

CWE-476Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

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.

CWE-476Mar 24, 2023
CVSS7.5v3.1EPSS0.358%PoCs0SignalsSTIX

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.

CWE-697Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

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.

CWE-476Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

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 is included in TensorFlow 2.12.0 and 2.11.1.

CWE-697Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

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 is available in TensorFlow 2.12.0 and 2.11.1.

CWE-476Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

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 pooling on batch and channel dimensions is not supported. A fix is included in TensorFlow 2.12.0 and 2.11.1.

CWE-415Mar 24, 2023
CVSS8.0v3.1EPSS0.148%PoCs0SignalsSTIX

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 on TensorFlow 2.11.1.

CWE-697Mar 24, 2023
CVSS7.5v3.1EPSS0.391%PoCs0SignalsSTIX

Out of bounds write in grappler in Tensorflow

TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. We have patched the issue in GitHub commit a65411a1d69edfb16b25907ffb8f73556ce36bb7. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.8.4, 2.9.3, and 2.10.1.

CWE-125CWE-787Dec 6, 2022
CVSS7.1v3.1EPSS0.449%PoCs0SignalsSTIX

Heap out of bounds read in `QuantizeAndDequantizeV2` in Tensorflow

TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. We have patched the issue in GitHub commit a65411a1d69edfb16b25907ffb8f73556ce36bb7. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.8.4, 2.9.3, and 2.10.1.

CWE-125Dec 6, 2022
CVSS4.8v3.1EPSS0.401%PoCs0SignalsSTIX

`CHECK` failure in `SobolSample` via missing validation

### Impact Another instance of CVE-2022-35935, where `SobolSample` is vulnerable to a denial of service via assumed scalar inputs, was found and fixed. ```python import tensorflow as tf tf.raw_ops.SobolSample(dim=tf.constant([1,0]), num_results=tf.constant([1]), skip=tf.constant([1])) ``` ### Patches We have patched the issue in GitHub commits [c65c67f88ad770662e8f191269a907bf2b94b1bf](https://github.com/tensorflow/tensorflow/commit/c65c67f88ad770662e8f191269a907bf2b94b1bf) and [02400ea266bd811…

Nov 21, 2022
CVSS-EPSS-PoCs0SignalsSTIX

`CHECK` fail in `TensorListScatter` and `TensorListScatterV2` in eager mode

### Impact Another instance of CVE-2022-35991, where `TensorListScatter` and `TensorListScatterV2` crash via non scalar inputs in`element_shape`, was found in eager mode and fixed. ```python import tensorflow as tf arg_0=tf.random.uniform(shape=(2, 2, 2), dtype=tf.float16, maxval=None) arg_1=tf.random.uniform(shape=(2, 2, 2), dtype=tf.int32, maxval=65536) arg_2=tf.random.uniform(shape=(2, 2, 2), dtype=tf.int32, maxval=65536) arg_3='' tf.raw_ops.TensorListScatter(tensor=arg_0, indices=arg_1, ele…

Nov 21, 2022
CVSS-EPSS-PoCs0SignalsSTIX

`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 d71090c3e5ca325bdf4b02eb236cfb3ee823e927. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

CWE-125Nov 18, 2022
CVSS4.8v3.1EPSS0.44%PoCs0SignalsSTIX

`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 included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

CWE-125Nov 18, 2022
CVSS4.8v3.1EPSS0.44%PoCs0SignalsSTIX