本页列出影响 google tensorflow 的已公开 CVE 漏洞（通过 NVD CPE 关联）。每行包含严重程度评分、摘要与发布日期，便于识别与分析安全问题。
| CVE | 摘要 | 来源 | 最高 CVSS | EPSS % | 公开时间 | 更新时间 |
|---|---|---|---|---|---|---|
| CVE-2025-55559 | An issue was discovered TensorFlow v2.18.0. A Denial of Service (DoS) occurs when padding is set to 'valid' in tf.keras.layers.Conv2D. | [email protected] | 7.5 | 0.07% | 2025-09-25 | 2025-10-03 |
| CVE-2025-55556 | TensorFlow v2.18.0 was discovered to output random results when compiling Embedding, leading to unexpected behavior in the application. | [email protected] | 6.5 | 0.02% | 2025-09-25 | 2025-10-03 |
| CVE-2023-33976 | 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. | [email protected] | 7.5 | 0.03% | 2024-07-30 | 2024-11-21 |
| CVE-2023-25661 | 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 coul | [email protected] | 6.5 | 0.16% | 2023-03-27 | 2024-11-21 |
| CVE-2023-27579 | 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. | [email protected] | 7.5 | 0.17% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25801 | 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. | [email protected] | 8.0 | 0.07% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25676 | 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. | [email protected] | 7.5 | 0.16% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25675 | 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. | [email protected] | 7.5 | 0.17% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25674 | 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. | [email protected] | 7.5 | 0.39% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25673 | 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. | [email protected] | 7.5 | 0.28% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25672 | 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. | [email protected] | 7.5 | 0.14% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25671 | 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. | [email protected] | 7.5 | 0.27% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25670 | 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. | [email protected] | 7.5 | 0.16% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25669 | 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. | [email protected] | 7.5 | 0.17% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25668 | 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. | [email protected] | 9.8 | 1.47% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25667 | 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. | [email protected] | 6.5 | 0.18% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25666 | 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. | [email protected] | 7.5 | 0.05% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25665 | 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. | [email protected] | 7.5 | 0.05% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25664 | 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. | [email protected] | 7.5 | 0.14% | 2023-03-25 | 2024-11-21 |
| CVE-2023-25663 | 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. | [email protected] | 7.5 | 0.17% | 2023-03-25 | 2024-11-21 |