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402 vulnerabilities found for tensorflow by tensorflow

CVE-2026-2492 (GCVE-0-2026-2492)
Vulnerability from cvelistv5
Published
2026-02-20 22:22
Modified
2026-07-15 01:16
Severity ?
7.0 (High) - CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H
CWE
  • CWE-427 - Uncontrolled Search Path Element
Summary
TensorFlow HDF5 Library Uncontrolled Search Path Element Local Privilege Escalation Vulnerability. This vulnerability allows local attackers to escalate privileges on affected installations of TensorFlow. An attacker must first obtain the ability to execute low-privileged code on the target system in order to exploit this vulnerability. The specific flaw exists within the handling of plugins. The application loads plugins from an unsecured location. An attacker can leverage this vulnerability to escalate privileges and execute arbitrary code in the context of a target user. Was ZDI-CAN-25480.
References
Impacted products
Vendor Product Version
TensorFlow TensorFlow Version: 2.17.0
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CVE-2023-33976 (GCVE-0-2023-33976)
Vulnerability from cvelistv5
Published
2024-07-30 19:27
Modified
2024-08-02 15:54
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-190 - Integer Overflow or Wraparound
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.13.0
 Create a notification for this product.
Show details on NVD website

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CVE-2023-25661 (GCVE-0-2023-25661)
Vulnerability from cvelistv5
Published
2023-03-27 19:52
Modified
2025-02-19 15:26
Severity ?
6.5 (Medium) - CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-20 - Improper Input Validation
Summary
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 `Convolution3DTranspose` call. This issue has been patched and users are advised to upgrade to version 2.11.1. There are no known workarounds for this vulnerability.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25660 (GCVE-0-2023-25660)
Vulnerability from cvelistv5
Published
2023-03-24 23:44
Modified
2025-02-19 20:30
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-476 - NULL Pointer Dereference
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.1.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25659 (GCVE-0-2023-25659)
Vulnerability from cvelistv5
Published
2023-03-24 23:43
Modified
2025-02-19 20:34
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25658 (GCVE-0-2023-25658)
Vulnerability from cvelistv5
Published
2023-03-24 23:42
Modified
2025-02-19 20:13
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25662 (GCVE-0-2023-25662)
Vulnerability from cvelistv5
Published
2023-03-24 23:41
Modified
2025-02-19 20:37
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-190 - Integer Overflow or Wraparound
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25663 (GCVE-0-2023-25663)
Vulnerability from cvelistv5
Published
2023-03-24 23:40
Modified
2025-02-19 20:38
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-476 - NULL Pointer Dereference
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25664 (GCVE-0-2023-25664)
Vulnerability from cvelistv5
Published
2023-03-24 23:40
Modified
2025-02-19 20:39
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-120 - Buffer Copy without Checking Size of Input ('Classic Buffer Overflow')
  • CWE-122 - Heap-based Buffer Overflow
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25667 (GCVE-0-2023-25667)
Vulnerability from cvelistv5
Published
2023-03-24 23:40
Modified
2025-02-19 20:39
Severity ?
6.5 (Medium) - CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:N/A:H
CWE
  • CWE-190 - Integer Overflow or Wraparound
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25666 (GCVE-0-2023-25666)
Vulnerability from cvelistv5
Published
2023-03-24 23:39
Modified
2025-02-19 20:40
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25665 (GCVE-0-2023-25665)
Vulnerability from cvelistv5
Published
2023-03-24 23:39
Modified
2025-02-19 20:31
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-476 - NULL Pointer Dereference
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25668 (GCVE-0-2023-25668)
Vulnerability from cvelistv5
Published
2023-03-24 23:33
Modified
2025-02-19 20:32
Severity ?
9.8 (Critical) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25669 (GCVE-0-2023-25669)
Vulnerability from cvelistv5
Published
2023-03-24 23:32
Modified
2025-02-19 20:33
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25670 (GCVE-0-2023-25670)
Vulnerability from cvelistv5
Published
2023-03-24 23:32
Modified
2025-02-19 20:41
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-476 - NULL Pointer Dereference
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25671 (GCVE-0-2023-25671)
Vulnerability from cvelistv5
Published
2023-03-24 23:31
Modified
2025-02-19 20:42
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25672 (GCVE-0-2023-25672)
Vulnerability from cvelistv5
Published
2023-03-24 23:31
Modified
2025-02-19 20:14
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-476 - NULL Pointer Dereference
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25673 (GCVE-0-2023-25673)
Vulnerability from cvelistv5
Published
2023-03-24 23:30
Modified
2025-02-19 20:15
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25674 (GCVE-0-2023-25674)
Vulnerability from cvelistv5
Published
2023-03-24 23:13
Modified
2025-02-19 20:16
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-476 - NULL Pointer Dereference
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25675 (GCVE-0-2023-25675)
Vulnerability from cvelistv5
Published
2023-03-24 23:11
Modified
2025-02-19 20:23
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-25676 (GCVE-0-2023-25676)
Vulnerability from cvelistv5
Published
2023-03-24 23:10
Modified
2025-02-19 20:43
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-476 - NULL Pointer Dereference
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

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CVE-2023-25801 (GCVE-0-2023-25801)
Vulnerability from cvelistv5
Published
2023-03-24 23:08
Modified
2025-02-19 20:44
Severity ?
8.0 (High) - CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:L/I:H/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-27579 (GCVE-0-2023-27579)
Vulnerability from cvelistv5
Published
2023-03-24 23:05
Modified
2025-02-19 20:45
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: < 2.11.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2022-41910 (GCVE-0-2022-41910)
Vulnerability from cvelistv5
Published
2022-12-06 00:00
Modified
2025-04-23 16:32
Severity ?
4.8 (Medium) - CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: >= 2.10.0, < 2.10.1
Version: >= 2.9.0, < 2.9.3
Version: < 2.8.4
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2022-41902 (GCVE-0-2022-41902)
Vulnerability from cvelistv5
Published
2022-12-06 00:00
Modified
2025-04-23 16:32
Severity ?
7.1 (High) - CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: >= 2.10.0, < 2.10.1
Version: >= 2.9.0, < 2.9.3
Version: < 2.8.4
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2022-41885 (GCVE-0-2022-41885)
Vulnerability from cvelistv5
Published
2022-11-18 00:00
Modified
2025-04-22 16:06
Severity ?
4.8 (Medium) - CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
CWE
  • CWE-131 - Incorrect Calculation of Buffer Size
Summary
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 d66e1d568275e6a2947de97dca7a102a211e01ce. 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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: >= 2.9.0, < 2.9.1
Version: >= 2.8.0, < 2.8.1
Version: < 2.7.4
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2022-41898 (GCVE-0-2022-41898)
Vulnerability from cvelistv5
Published
2022-11-18 00:00
Modified
2025-04-22 16:04
Severity ?
4.8 (Medium) - CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
CWE
  • CWE-20 - Improper Input Validation
Summary
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 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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: >= 2.10.0, < 2.10.1
Version: >= 2.9.0, < 2.9.3
Version: < 2.8.4
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2022-41897 (GCVE-0-2022-41897)
Vulnerability from cvelistv5
Published
2022-11-18 00:00
Modified
2025-04-22 16:04
Severity ?
4.8 (Medium) - CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
CWE
Summary
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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: >= 2.10.0, < 2.10.1
Version: >= 2.9.0, < 2.9.3
Version: < 2.8.4
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2022-41893 (GCVE-0-2022-41893)
Vulnerability from cvelistv5
Published
2022-11-18 00:00
Modified
2025-04-22 16:05
Severity ?
4.8 (Medium) - CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
CWE
Summary
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 commit 888e34b49009a4e734c27ab0c43b0b5102682c56. 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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: >= 2.10.0, < 2.10.1
Version: >= 2.9.0, < 2.9.3
Version: < 2.8.4
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2022-41889 (GCVE-0-2022-41889)
Vulnerability from cvelistv5
Published
2022-11-18 00:00
Modified
2025-04-22 16:05
Severity ?
5.5 (Medium) - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-476 - NULL Pointer Dereference
Summary
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_volume_patches` by passing in quantized tensors as input `ksizes`. We have patched the issue in GitHub commit e9e95553e5411834d215e6770c81a83a3d0866ce. 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.
References
Impacted products
Vendor Product Version
tensorflow tensorflow Version: >= 2.10.0, < 2.10.1
Version: >= 2.9.0, < 2.9.3
Version: < 2.8.4
 Create a notification for this product.
Show details on NVD website

To clipboard 

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