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Уязвимости tensorflow-gpu

За последние 30 дней в tensorflow-gpu опубликовано уязвимостей: 0; в каталоге KEV: 0.

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Уязвимостей: 427

  1. CVE-2023-33976

    Высокий · CVSS 7.5EPSS 0,43%Есть исправление

    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.

    • Обновитесь до 2.12.1
  2. CVE-2023-25660

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  3. CVE-2023-25659

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  4. CVE-2023-25658

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  5. CVE-2023-25662

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  6. CVE-2023-25663

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  7. CVE-2023-25667

    Средний · CVSS 6.5EPSS 0,31%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  8. CVE-2023-25666

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  9. CVE-2023-25665

    Высокий · CVSS 7.5EPSS 0,44%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  10. CVE-2023-25668

    Критический · CVSS 9.8EPSS 0,84%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  11. CVE-2023-25669

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  12. CVE-2023-25670

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  13. CVE-2023-25672

    Высокий · CVSS 7.5EPSS 0,36%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  14. CVE-2023-25673

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  15. CVE-2023-25674

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  16. CVE-2023-25675

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  17. CVE-2023-25676

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  18. CVE-2023-25801

    Высокий · CVSS 8EPSS 0,15%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  19. CVE-2023-27579

    Высокий · CVSS 7.5EPSS 0,39%Есть исправление

    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.

    • Обновитесь до 2.11.1
    Опубликовано Обновлено
  20. CVE-2022-41910

    Средний · CVSS 4.8EPSS 0,44%Есть исправление

    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.

    • Обновитесь до 2.10.1
    • Обновитесь до 2.8.4
    • Обновитесь до 2.9.3
    Опубликовано Обновлено

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