Total
431 CVE
| CVE | Vendors | Products | Updated | CVSS v2 | CVSS v3 |
|---|---|---|---|---|---|
| CVE-2022-21726 | 1 Google | 1 Tensorflow | 2025-05-05 | 6.5 MEDIUM | 8.1 HIGH |
| Tensorflow is an Open Source Machine Learning Framework. The implementation of `Dequantize` does not fully validate the value of `axis` and can result in heap OOB accesses. The `axis` argument can be `-1` (the default value for the optional argument) or any other positive value at most the number of dimensions of the input. Unfortunately, the upper bound is not checked and this results in reading past the end of the array containing the dimensions of the input tensor. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range. | |||||
| CVE-2022-21725 | 1 Google | 1 Tensorflow | 2025-05-05 | 4.0 MEDIUM | 6.5 MEDIUM |
| Tensorflow is an Open Source Machine Learning Framework. The estimator for the cost of some convolution operations can be made to execute a division by 0. The function fails to check that the stride argument is strictly positive. Hence, the fix is to add a check for the stride argument to ensure it is valid. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range. | |||||
| CVE-2022-41889 | 1 Google | 1 Tensorflow | 2025-01-15 | N/A | 5.5 MEDIUM |
| 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. | |||||
| CVE-2023-33976 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-27579 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25801 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 8.0 HIGH |
| 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. | |||||
| CVE-2023-25676 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25675 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25674 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25673 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25672 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25671 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25670 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25669 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25668 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 9.8 CRITICAL |
| 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. | |||||
| CVE-2023-25667 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 6.5 MEDIUM |
| 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. | |||||
| CVE-2023-25666 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25665 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25664 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25663 | 1 Google | 1 Tensorflow | 2024-11-21 | N/A | 7.5 HIGH |
| 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. | |||||