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Vulnérabilités de tensorflow

Vulnérabilités publiées pour tensorflow au cours des 30 derniers jours : 0. Présentes dans le catalogue KEV : 0.

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Vulnérabilités : 434

  1. CVE-2023-33976

    Élevée · CVSS 7.5EPSS 0,43%Correctif disponible

    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.

    • Mettez à jour vers 2.12.1
    Publication Mise à jour
  2. CVE-2023-25661

    Moyenne · CVSS 6.5EPSS 0,44%Correctif disponible

    Denial of Service in TensorFlow

    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 attack. A proof of concept can be constructed with the `Convolution3DTranspose` function. This Convolution3DTranspose layer is a very common API in modern neural networks. The ML models containing such vulnerable components could be deployed in ML applications or as cloud services. This failure could be potentially used to trigger a denial of service attack on ML cloud services. An attacker must have privilege to provide input to a `Convolution3D

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  3. CVE-2023-25660

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  4. CVE-2023-25659

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  5. CVE-2023-25658

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  6. CVE-2023-25662

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  7. CVE-2023-25663

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  8. CVE-2023-25664

    Élevée · CVSS 7.5EPSS 0,41%Correctif disponible

    TensorFlow vulnerable to Heap Buffer Overflow in AvgPoolGrad

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  9. CVE-2023-25667

    Moyenne · CVSS 6.5EPSS 0,31%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  10. CVE-2023-25666

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  11. CVE-2023-25665

    Élevée · CVSS 7.5EPSS 0,44%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  12. CVE-2023-25668

    Critique · CVSS 9.8EPSS 0,84%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  13. CVE-2023-25669

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  14. CVE-2023-25670

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  15. CVE-2023-25671

    Élevée · CVSS 7.5EPSS 0,52%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  16. CVE-2023-25672

    Élevée · CVSS 7.5EPSS 0,36%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  17. CVE-2023-25673

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  18. CVE-2023-25674

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  19. CVE-2023-25675

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour
  20. CVE-2023-25676

    Élevée · CVSS 7.5EPSS 0,39%Correctif disponible

    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.

    • Mettez à jour vers 2.11.1
    Publication Mise à jour

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