Total
429 CVE
| CVE | Vendors | Products | Updated | CVSS v2 | CVSS v3 |
|---|---|---|---|---|---|
| CVE-2021-29544 | 1 Google | 1 Tensorflow | 2024-10-31 | 2.1 LOW | 5.5 MEDIUM |
| TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a `CHECK`-fail in `tf.raw_ops.QuantizeAndDequantizeV4Grad`. This is because the implementation does not validate the rank of the `input_*` tensors. In turn, this results in the tensors being passes as they are to `QuantizeAndDequantizePerChannelGradientImpl`. However, the `vec<T>` method, requires the rank to 1 and triggers a `CHECK` failure otherwise. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 as this is the only other affected version. | |||||
| CVE-2023-33976 | 1 Google | 1 Tensorflow | 2024-10-01 | 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-2021-35958 | 1 Google | 1 Tensorflow | 2024-08-04 | 6.4 MEDIUM | 9.1 CRITICAL |
| TensorFlow through 2.5.0 allows attackers to overwrite arbitrary files via a crafted archive when tf.keras.utils.get_file is used with extract=True. NOTE: the vendor's position is that tf.keras.utils.get_file is not intended for untrusted archives | |||||
| CVE-2023-25660 | 1 Google | 1 Tensorflow | 2024-02-28 | 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 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. | |||||
| CVE-2023-25670 | 1 Google | 1 Tensorflow | 2024-02-28 | 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-2023-25801 | 1 Google | 1 Tensorflow | 2024-02-28 | N/A | 7.8 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-2023-25658 | 1 Google | 1 Tensorflow | 2024-02-28 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25667 | 1 Google | 1 Tensorflow | 2024-02-28 | N/A | 7.5 HIGH |
| 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-2023-25676 | 1 Google | 1 Tensorflow | 2024-02-28 | 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-2023-25669 | 1 Google | 1 Tensorflow | 2024-02-28 | 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-2023-25671 | 1 Google | 1 Tensorflow | 2024-02-28 | 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-2023-25659 | 1 Google | 1 Tensorflow | 2024-02-28 | 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 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. | |||||
| CVE-2023-25672 | 1 Google | 1 Tensorflow | 2024-02-28 | 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-2023-25664 | 1 Google | 1 Tensorflow | 2024-02-28 | N/A | 9.8 CRITICAL |
| 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-2023-25665 | 1 Google | 1 Tensorflow | 2024-02-28 | 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-2023-25668 | 1 Google | 1 Tensorflow | 2024-02-28 | 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-2023-25663 | 1 Google | 1 Tensorflow | 2024-02-28 | 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. | |||||
| CVE-2023-25662 | 1 Google | 1 Tensorflow | 2024-02-28 | N/A | 7.5 HIGH |
| 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. | |||||
| CVE-2023-25674 | 1 Google | 1 Tensorflow | 2024-02-28 | 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-2023-25675 | 1 Google | 1 Tensorflow | 2024-02-28 | 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. | |||||