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google tensorflow vulnerabilities and exploits
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8.8
CVSSv3
CVE-2021-37678
TensorFlow is an end-to-end open source platform for machine learning. In affected versions TensorFlow and Keras can be tricked to perform arbitrary code execution when deserializing a Keras model from YAML format. The [implementation](https://github.com/tensorflow/tensorflow/blo...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
1 Github repository
8.8
CVSSv3
CVE-2020-15195
In Tensorflow prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the implementation of `SparseFillEmptyRowsGrad` uses a double indexing pattern. It is possible for `reverse_index_map(i)` to be an index outside of bounds of `grad_values`, thus resulting in a heap buffer overflow. The...
Google Tensorflow
Opensuse Leap 15.2
8.8
CVSSv3
CVE-2018-8825
Google TensorFlow 1.7 and below is affected by: Buffer Overflow. The impact is: execute arbitrary code (local).
Google Tensorflow
8.6
CVSSv3
CVE-2020-15212
In TensorFlow Lite prior to 2.2.1 and 2.3.1, models using segment sum can trigger writes outside of bounds of heap allocated buffers by inserting negative elements in the segment ids tensor. Users having access to `segment_ids_data` can alter `output_index` and then write to outs...
Google Tensorflow
8.1
CVSSv3
CVE-2022-41894
TensorFlow is an open source platform for machine learning. The reference kernel of the `CONV_3D_TRANSPOSE` TensorFlow Lite operator wrongly increments the data_ptr when adding the bias to the result. Instead of `data_ptr += num_channels;` it should be `data_ptr += output_num_cha...
Google Tensorflow
8.1
CVSSv3
CVE-2022-23592
Tensorflow is an Open Source Machine Learning Framework. TensorFlow's type inference can cause a heap out of bounds read as the bounds checking is done in a `DCHECK` (which is a no-op during production). An attacker can control the `input_idx` variable such that `ix` would b...
Google Tensorflow
8.1
CVSSv3
CVE-2022-21728
Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for `ReverseSequence` does not fully validate the value of `batch_dim` and can result in a heap OOB read. There is a check to make sure the value of `batch_dim` does not go over the ran...
Google Tensorflow
Google Tensorflow 2.7.0
8.1
CVSSv3
CVE-2022-21730
Tensorflow is an Open Source Machine Learning Framework. The implementation of `FractionalAvgPoolGrad` does not consider cases where the input tensors are invalid allowing an malicious user to read from outside of bounds of heap. The fix will be included in TensorFlow 2.8.0. We w...
Google Tensorflow
Google Tensorflow 2.7.0
8.1
CVSSv3
CVE-2020-15214
In TensorFlow Lite prior to 2.2.1 and 2.3.1, models using segment sum can trigger a write out bounds / segmentation fault if the segment ids are not sorted. Code assumes that the segment ids are in increasing order, using the last element of the tensor holding them to determine t...
Google Tensorflow
8.1
CVSSv3
CVE-2018-7577
Memcpy parameter overlap in Google Snappy library 1.1.4, as used in Google TensorFlow prior to 1.7.1, could result in a crash or read from other parts of process memory.
Google Tensorflow
Google Snappy 1.1.4
CVSSv3
CVSSv2
CVSSv3
VMScore
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