Google Tensorflow vulnerabilities

CVE-2025-55559 [HIGH] CWE-400 CVE-2025-55559: An issue was discovered TensorFlow v2.18.0. A Denial of Service (DoS) occurs when padding is set to 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.

CVE-2025-55556 [MEDIUM] CWE-506 CVE-2025-55556: TensorFlow v2.18.0 was discovered to output random results when compiling Embedding, leading to unex TensorFlow v2.18.0 was discovered to output random results when compiling Embedding, leading to unexpected behavior in the application.

CVE-2025-0649 [HIGH] CWE-121 CVE-2025-0649: Incorrect JSON input stringification in Google's Tensorflow serving versions up to 2.18.0 allows for Incorrect JSON input stringification in Google's Tensorflow serving versions up to 2.18.0 allows for potentially unbounded recursion leading to server crash.

CVE-2023-33976 [HIGH] CWE-190 CVE-2023-33976: TensorFlow is an end-to-end open source platform for machine learning. `array_ops.upper_bound` cause 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-2023-25661 [MEDIUM] CWE-20 CVE-2023-25661: TensorFlow is an Open Source Machine Learning Framework. In versions prior to 2.11.1 a malicious inv 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 mode

CVE-2023-25664 [HIGH] CWE-120 CVE-2023-25664: TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, the 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-2023-25668 [CRITICAL] CWE-122 CVE-2023-25668: TensorFlow is an open source platform for machine learning. Attackers using Tensorflow prior to 2.12 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-2023-25672 [HIGH] CWE-476 CVE-2023-25672: TensorFlow is an open source platform for machine learning. The function `tf.raw_ops.LookupTableImpo 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-2023-25673 [HIGH] CWE-697 CVE-2023-25673: TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 have 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-2023-25676 [HIGH] CWE-476 CVE-2023-25676: TensorFlow is an open source machine learning platform. When running versions prior to 2.12.0 and 2. 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-2023-25674 [HIGH] CWE-476 CVE-2023-25674: TensorFlow is an open source machine learning platform. Versions prior to 2.12.0 and 2.11.1 have a n 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-2023-25670 [HIGH] CWE-476 CVE-2023-25670: TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 have 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-2023-27579 [HIGH] CWE-697 CVE-2023-27579: TensorFlow is an end-to-end open source platform for machine learning. Constructing a tflite model w 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-2023-25660 [HIGH] CWE-476 CVE-2023-25660: TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, whe 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` 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-2023-25666 [HIGH] CWE-697 CVE-2023-25666: TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, the 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-2023-25659 [HIGH] CWE-125 CVE-2023-25659: TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if 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-2023-25667 [MEDIUM] CWE-190 CVE-2023-25667: TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, int 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-2023-25665 [HIGH] CWE-476 CVE-2023-25665: TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, whe 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-2023-25658 [HIGH] CWE-125 CVE-2023-25658: TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, an 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-2023-25801 [HIGH] CWE-415 CVE-2023-25801: TensorFlow is an open source machine learning platform. Prior to versions 2.12.0 and 2.11.1, `nn_ops 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